Kannan Ramchandran

565 papers A* 37A 12B 104C 16Misc 23Journal 257Unranked 113

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Positive Case for Faithfulness: LLM Self-Explanations Help Predict Model Behavior. CoRR Harry Mayne, Justin Singh Kang, Dewi Gould, Kannan Ramchandran, Adam Mahdi, Noah Y. Siegel
2026	J	`jnl`	Adaptive Sparse Möbius Transforms for Learning Polynomials. CoRR Yigit Efe Erginbas, Justin Singh Kang, Elizabeth Polito, Kannan Ramchandran
2026	J	`jnl`	An Odd Estimator for Shapley Values. CoRR Fabian Fumagalli, Landon Butler, Justin Singh Kang, Kannan Ramchandran, R. Teal Witter
2026	J	`jnl`	Towards Anytime-Valid Statistical Watermarking. CoRR Baihe Huang, Eric Xu, Kannan Ramchandran, Jiantao Jiao, Michael I. Jordan
2025	J	`jnl`	Double Blind Imaging with Generative Modeling. CoRR Brett Levac, Ajil Jalal, Kannan Ramchandran, Jonathan I. Tamir
2025	A*	`conf`	EmbedLLM: Learning Compact Representations of Large Language Models. ICLR Richard Zhuang, Tianhao Wu, Zhaojin Wen, Andrew Li, Jiantao Jiao, Kannan Ramchandran
2025	J	`jnl`	From Markov to Laplace: How Mamba In-Context Learns Markov Chains. CoRR Marco Bondaschi, Nived Rajaraman, Xiuying Wei, Kannan Ramchandran, Razvan Pascanu, Caglar Gulcehre, Michael Gastpar, Ashok Vardhan Makkuva
2025	A*	`conf`	Looped Transformers for Length Generalization. ICLR Ying Fan, Yilun Du, Kannan Ramchandran, Kangwook Lee
2025	A	`conf`	Online Assortment and Price Optimization Under Contextual Choice Models. AISTATS Yigit Efe Erginbas, Thomas A. Courtade, Kannan Ramchandran
2025	J	`jnl`	Online Assortment and Price Optimization Under Contextual Choice Models. CoRR Yigit Efe Erginbas, Thomas A. Courtade, Kannan Ramchandran
2025	J	`jnl`	ProxySPEX: Inference-Efficient Interpretability via Sparse Feature Interactions in LLMs. CoRR Landon Butler, Abhineet Agarwal, Justin Singh Kang, Yigit Efe Erginbas, Bin Yu, Kannan Ramchandran
2025	J	`jnl`	SAGE: A Realistic Benchmark for Semantic Understanding. CoRR Samarth Goel, Reagan J. Lee, Kannan Ramchandran
2025	J	`jnl`	SPECS: Faster Test-Time Scaling through Speculative Drafts. CoRR Mert Cemri, Nived Rajaraman, Rishabh Tiwari, Xiaoxuan Liu, Kurt Keutzer, Ion Stoica, Kannan Ramchandran, Ahmad Beirami, Ziteng Sun
2025	A*	`conf`	SPEX: Scaling Feature Interaction Explanations for LLMs. ICML Justin Singh Kang, Landon Butler, Abhineet Agarwal, Yigit Efe Erginbas, Ramtin Pedarsani, Bin Yu, Kannan Ramchandran
2025	J	`jnl`	SPEX: Scaling Feature Interaction Explanations for LLMs. CoRR Justin Singh Kang, Landon Butler, Abhineet Agarwal, Yigit Efe Erginbas, Ramtin Pedarsani, Kannan Ramchandran, Bin Yu
2025	J	`jnl`	Sample Complexity and Representation Ability of Test-time Scaling Paradigms. CoRR Baihe Huang, Shanda Li, Tianhao Wu, Yiming Yang, Ameet Talwalkar, Kannan Ramchandran, Michael I. Jordan, Jiantao Jiao
2025	A*	`conf`	VersaPRM: Multi-Domain Process Reward Model via Synthetic Reasoning Data. ICML Thomas Zeng, Shuibai Zhang, Shutong Wu, Christian Classen, Daewon Chae, Ethan Ewer, Minjae Lee, Heeju Kim, Wonjun Kang, Jackson Kunde, Ying Fan, Jungtaek Kim, Hyung Il Koo, Kannan Ramchandran, Dimitris Papailiopoulos, Kangwook Lee
2025	J	`jnl`	VersaPRM: Multi-Domain Process Reward Model via Synthetic Reasoning Data. CoRR Thomas Zeng, Shuibai Zhang, Shutong Wu, Christian Classen, Daewon Chae, Ethan Ewer, Minjae Lee, Heeju Kim, Wonjun Kang, Jackson Kunde, Ying Fan, Jungtaek Kim, Hyung Il Koo, Kannan Ramchandran, Dimitris Papailiopoulos, Kangwook Lee
2025	J	`jnl`	Why Do Multi-Agent LLM Systems Fail? CoRR Mert Cemri, Melissa Z. Pan, Shuyi Yang, Lakshya A. Agrawal, Bhavya Chopra, Rishabh Tiwari, Kurt Keutzer, Aditya G. Parameswaran, Dan Klein, Kannan Ramchandran, Matei Zaharia, Joseph E. Gonzalez, Ion Stoica
2024	A*	`conf`	An Analysis of Tokenization: Transformers under Markov Data. NeurIPS Nived Rajaraman, Jiantao Jiao, Kannan Ramchandran
2024	J	`jnl`	Competing Bandits in Non-Stationary Matching Markets. IEEE Trans. Inf. Theory Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran, Tara Javidi, Arya Mazumdar
2024	J	`jnl`	EmbedLLM: Learning Compact Representations of Large Language Models. CoRR Richard Zhuang, Tianhao Wu, Zhaojin Wen, Andrew Li, Jiantao Jiao, Kannan Ramchandran
2024	J	`jnl`	Learning to Understand: Identifying Interactions via the Mobius Transform. CoRR Justin Singh Kang, Yigit Efe Erginbas, Landon Butler, Ramtin Pedarsani, Kannan Ramchandran
2024	A*	`conf`	Learning to Understand: Identifying Interactions via the Möbius Transform. NeurIPS Justin Singh Kang, Yigit Efe Erginbas, Landon Butler, Ramtin Pedarsani, Kannan Ramchandran
2024	J	`jnl`	Looped Transformers for Length Generalization. CoRR Ying Fan, Yilun Du, Kannan Ramchandran, Kangwook Lee
2024	J	`jnl`	Model Selection for Generic Contextual Bandits. IEEE Trans. Inf. Theory Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran
2024	J	`jnl`	Quantifying Positional Biases in Text Embedding Models. CoRR Samarth Goel, Reagan J. Lee, Kannan Ramchandran
2024	J	`jnl`	The Fair Value of Data Under Heterogeneous Privacy Constraints in Federated Learning. Trans. Mach. Learn. Res. Justin Singh Kang, Ramtin Pedarsani, Kannan Ramchandran
2024	J	`jnl`	Toward a Theory of Tokenization in LLMs. CoRR Nived Rajaraman, Jiantao Jiao, Kannan Ramchandran
2024	J	`jnl`	Transformers on Markov Data: Constant Depth Suffices. CoRR Nived Rajaraman, Marco Bondaschi, Kannan Ramchandran, Michael Gastpar, Ashok Vardhan Makkuva
2024	A*	`conf`	Transformers on Markov data: Constant depth suffices. NeurIPS Nived Rajaraman, Marco Bondaschi, Ashok Vardhan Makkuva, Kannan Ramchandran, Michael Gastpar
2023	J	`jnl`	Beyond UCB: Statistical Complexity and Optimal Algorithms for Non-linear Ridge Bandits. CoRR Nived Rajaraman, Yanjun Han, Jiantao Jiao, Kannan Ramchandran
2023	B	`conf`	Efficiently Computing Sparse Fourier Transforms of q-ary Functions. ISIT Yigit Efe Erginbas, Justin Singh Kang, Amirali Aghazadeh, Kannan Ramchandran
2023	J	`jnl`	Efficiently Computing Sparse Fourier Transforms of q-ary Functions. CoRR Yigit Efe Erginbas, Justin Singh Kang, Amirali Aghazadeh, Kannan Ramchandran
2023	J	`jnl`	Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing and Neural Networks with Quadratic Activations. CoRR Nived Rajaraman, Devvrit, Aryan Mokhtari, Kannan Ramchandran
2023	A*	`conf`	Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing. NeurIPS Nived Rajaraman, Devvrit, Aryan Mokhtari, Kannan Ramchandran
2023	A	`conf`	Interactive Learning with Pricing for Optimal and Stable Allocations in Markets. AISTATS Yigit Efe Erginbas, Soham Phade, Kannan Ramchandran
2023	A*	`conf`	Learning a 1-layer conditional generative model in total variation. NeurIPS Ajil Jalal, Justin Singh Kang, Ananya Uppal, Kannan Ramchandran, Eric Price
2023	Misc	`conf`	MRI Reconstruction with Side Information using Diffusion Models. ACSSC Brett Levac, Ajil Jalal, Kannan Ramchandran, Jonathan I. Tamir
2023	J	`jnl`	Minimum-Rate Spectrum-Blind Sampling Based on Sparse-Graph Codes. IEEE Trans. Signal Process. Orhan Öçal, Swanand Kadhe, Xiao Li, Kannan Ramchandran
2023	A*	`conf`	Online Pricing for Multi-User Multi-Item Markets. NeurIPS Yigit Efe Erginbas, Thomas A. Courtade, Kannan Ramchandran, Soham Phade
2023	J	`jnl`	Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment. CoRR Tianhao Wu, Banghua Zhu, Ruoyu Zhang, Zhaojin Wen, Kannan Ramchandran, Jiantao Jiao
2023	J	`jnl`	Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces. Trans. Mach. Learn. Res. Amirali Aghazadeh, Nived Rajaraman, Tony Tu, Kannan Ramchandran
2023	A*	`conf`	Test Accuracy vs. Generalization Gap: Model Selection in NLP without Accessing Training or Testing Data. KDD Yaoqing Yang, Ryan Theisen, Liam Hodgkinson, Joseph E. Gonzalez, Kannan Ramchandran, Charles H. Martin, Michael W. Mahoney
2023	J	`jnl`	The Fair Value of Data Under Heterogeneous Privacy Constraints. CoRR Justin Singh Kang, Ramtin Pedarsani, Kannan Ramchandran
2023	J	`jnl`	The Square Root Agreement Rule for Incentivizing Truthful Feedback on Online Platforms. Manag. Sci. Vijay Kamble, Nihar B. Shah, David Marn, Abhay Parekh, Kannan Ramchandran
2022	J	`jnl`	Addendum and Erratum to "The MDS Queue: Analysing the Latency Performance of Erasure Codes". IEEE Trans. Inf. Theory Kangwook Lee, Nihar B. Shah, Longbo Huang, Kannan Ramchandran
2022	J	`jnl`	An Efficient Framework for Clustered Federated Learning. IEEE Trans. Inf. Theory Avishek Ghosh, Jichan Chung, Dong Yin, Kannan Ramchandran
2022	J	`jnl`	Decentralized Competing Bandits in Non-Stationary Matching Markets. CoRR Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran, Tara Javidi, Arya Mazumdar
2022	J	`jnl`	Evaluating natural language processing models with generalization metrics that do not need access to any training or testing data. CoRR Yaoqing Yang, Ryan Theisen, Liam Hodgkinson, Joseph E. Gonzalez, Kannan Ramchandran, Charles H. Martin, Michael W. Mahoney
2022	J	`jnl`	Interactive Learning with Pricing for Optimal and Stable Allocations in Markets. CoRR Yigit Efe Erginbas, Soham R. Phade, Kannan Ramchandran
2022	J	`jnl`	Interactive Recommendations for Optimal Allocations in Markets with Constraints. CoRR Yigit Efe Erginbas, Soham R. Phade, Kannan Ramchandran
2022	J	`jnl`	Max-Affine Regression: Parameter Estimation for Gaussian Designs. IEEE Trans. Inf. Theory Avishek Ghosh, Ashwin Pananjady, Adityanand Guntuboyina, Kannan Ramchandran
2022	A*	`conf`	Minimax Optimal Online Imitation Learning via Replay Estimation. NeurIPS Gokul Swamy, Nived Rajaraman, Matthew Peng, Sanjiban Choudhury, J. Andrew Bagnell, Steven Wu, Jiantao Jiao, Kannan Ramchandran
2022	J	`jnl`	Minimax Optimal Online Imitation Learning via Replay Estimation. CoRR Gokul Swamy, Nived Rajaraman, Matthew Peng, Sanjiban Choudhury, J. Andrew Bagnell, Zhiwei Steven Wu, Jiantao Jiao, Kannan Ramchandran
2022	—	`conf`	Multi-agent Heterogeneous Stochastic Linear Bandits. ECML/PKDD (4) Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran
2022	A*	`conf`	Neurotoxin: Durable Backdoors in Federated Learning. ICML Zhengming Zhang, Ashwinee Panda, Linyue Song, Yaoqing Yang, Michael W. Mahoney, Prateek Mittal, Kannan Ramchandran, Joseph Gonzalez
2022	J	`jnl`	Neurotoxin: Durable Backdoors in Federated Learning. CoRR Zhengming Zhang, Ashwinee Panda, Linyue Song, Yaoqing Yang, Michael W. Mahoney, Joseph E. Gonzalez, Kannan Ramchandran, Prateek Mittal
2022	J	`jnl`	Spectral Regularization Allows Data-frugal Learning over Combinatorial Spaces. CoRR Amirali Aghazadeh, Nived Rajaraman, Tony Tu, Kannan Ramchandran
2021	J	`jnl`	Adaptive Douglas-Rachford Splitting Algorithm from a Yosida Approximation Standpoint. SIAM J. Optim. Zihan Liu, Kannan Ramchandran
2021	—	`conf`	BEAR: Sketching BFGS Algorithm for Ultra-High Dimensional Feature Selection in Sublinear Memory. MSML Amirali Aghazadeh, Vipul Gupta, Alex DeWeese, Onur Ozan Koyluoglu, Kannan Ramchandran
2021	J	`jnl`	Collaborative Learning and Personalization in Multi-Agent Stochastic Linear Bandits. CoRR Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran
2021	J	`jnl`	Communication-Efficient and Byzantine-Robust Distributed Learning With Error Feedback. IEEE J. Sel. Areas Inf. Theory Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran
2021	J	`jnl`	Escaping Saddle Points in Distributed Newton's Method with Communication efficiency and Byzantine Resilience. CoRR Avishek Ghosh, Raj Kumar Maity, Arya Mazumdar, Kannan Ramchandran
2021	B	`conf`	FastShare: Scalable Secret Sharing by Leveraging Locality. ISIT Swanand Kadhe, Nived Rajaraman, Kannan Ramchandran
2021	—	`conf`	Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models. IEEE BigData Zhengming Zhang, Yaoqing Yang, Zhewei Yao, Yujun Yan, Joseph E. Gonzalez, Kannan Ramchandran, Michael W. Mahoney
2021	J	`jnl`	LocalNewton: Reducing Communication Bottleneck for Distributed Learning. CoRR Vipul Gupta, Avishek Ghosh, Michal Derezinski, Rajiv Khanna, Kannan Ramchandran, Michael W. Mahoney
2021	A	`conf`	LocalNewton: Reducing communication rounds for distributed learning. UAI Vipul Gupta, Avishek Ghosh, Michal Derezinski, Rajiv Khanna, Kannan Ramchandran, Michael W. Mahoney
2021	J	`jnl`	Model Selection for Generic Contextual Bandits. CoRR Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran
2021	J	`jnl`	Model Selection with Near Optimal Rates for Reinforcement Learning with General Model Classes. CoRR Avishek Ghosh, Sayak Ray Chowdhury, Kannan Ramchandran
2021	A*	`conf`	On the Value of Interaction and Function Approximation in Imitation Learning. NeurIPS Nived Rajaraman, Yanjun Han, Lin Yang, Jingbo Liu, Jiantao Jiao, Kannan Ramchandran
2021	A	`conf`	Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits. AISTATS Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran
2021	J	`jnl`	Provably Breaking the Quadratic Error Compounding Barrier in Imitation Learning, Optimally. CoRR Nived Rajaraman, Yanjun Han, Lin F. Yang, Kannan Ramchandran, Jiantao Jiao
2021	A*	`conf`	Taxonomizing local versus global structure in neural network loss landscapes. NeurIPS Yaoqing Yang, Liam Hodgkinson, Ryan Theisen, Joe Zou, Joseph E. Gonzalez, Kannan Ramchandran, Michael W. Mahoney
2021	J	`jnl`	Taxonomizing local versus global structure in neural network loss landscapes. CoRR Yaoqing Yang, Liam Hodgkinson, Ryan Theisen, Joe Zou, Joseph E. Gonzalez, Kannan Ramchandran, Michael W. Mahoney
2021	A*	`conf`	Training Recommender Systems at Scale: Communication-Efficient Model and Data Parallelism. KDD Vipul Gupta, Dhruv Choudhary, Ping Tak Peter Tang, Xiaohan Wei, Xing Wang, Yuzhen Huang, Arun Kejariwal, Kannan Ramchandran, Michael W. Mahoney
2020	—	`conf`	3D Coded SUMMA: Communication-Efficient and Robust Parallel Matrix Multiplication. Euro-Par Haewon Jeong, Yaoqing Yang, Vipul Gupta, Christian Engelmann, Tze Meng Low, Viveck R. Cadambe, Kannan Ramchandran, Pulkit Grover
2020	A	`conf`	Alternating Minimization Converges Super-Linearly for Mixed Linear Regression. AISTATS Avishek Ghosh, Kannan Ramchandran
2020	J	`jnl`	Alternating Minimization Converges Super-Linearly for Mixed Linear Regression. CoRR Avishek Ghosh, Kannan Ramchandran
2020	A*	`conf`	An Efficient Framework for Clustered Federated Learning. NeurIPS Avishek Ghosh, Jichan Chung, Dong Yin, Kannan Ramchandran
2020	J	`jnl`	An Efficient Framework for Clustered Federated Learning. CoRR Avishek Ghosh, Jichan Chung, Dong Yin, Kannan Ramchandran
2020	J	`jnl`	BEAR: Sketching BFGS Algorithm for Ultra-High Dimensional Feature Selection in Sublinear Memory. CoRR Amirali Aghazadeh, Vipul Gupta, Alex DeWeese, Onur Ozan Koyluoglu, Kannan Ramchandran
2020	A*	`conf`	Boundary thickness and robustness in learning models. NeurIPS Yaoqing Yang, Rajiv Khanna, Yaodong Yu, Amir Gholami, Kurt Keutzer, Joseph E. Gonzalez, Kannan Ramchandran, Michael W. Mahoney
2020	J	`jnl`	Boundary thickness and robustness in learning models. CoRR Yaoqing Yang, Rajiv Khanna, Yaodong Yu, Amir Gholami, Kurt Keutzer, Joseph E. Gonzalez, Kannan Ramchandran, Michael W. Mahoney
2020	J	`jnl`	CRISPRL and: Interpretable large-scale inference of DNA repair landscape based on a spectral approach. Bioinform. Amirali Aghazadeh, Orhan Ocal, Kannan Ramchandran
2020	—	`conf`	CoVer: Collaborative Light-Node-Only Verification and Data Availability for Blockchains. Blockchain Steven Cao, Swanand Kadhe, Kannan Ramchandran
2020	J	`jnl`	CoVer: Collaborative Light-Node-Only Verification and Data Availability for Blockchains. CoRR Steven Cao, Swanand Kadhe, Kannan Ramchandran
2020	B	`conf`	Communication Efficient Distributed Approximate Newton Method. ISIT Avishek Ghosh, Raj Kumar Maity, Arya Mazumdar, Kannan Ramchandran
2020	B	`conf`	Communication Efficient and Byzantine Tolerant Distributed Learning. ISIT Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran
2020	B	`conf`	Communication-Efficient Gradient Coding for Straggler Mitigation in Distributed Learning. ISIT Swanand Kadhe, Onur Ozan Koyluoglu, Kannan Ramchandran
2020	J	`jnl`	Communication-Efficient Gradient Coding for Straggler Mitigation in Distributed Learning. CoRR Swanand Kadhe, Onur Ozan Koyluoglu, Kannan Ramchandran
2020	Misc	`conf`	Communication-Efficient and Byzantine-Robust Distributed Learning. ITA Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran
2020	B	`conf`	Fast Compressive Large-Scale Matrix-Matrix Multiplication Using Product Codes. ISIT Orhan Ocal, Kannan Ramchandran
2020	J	`jnl`	Fast Distributed Training of Deep Neural Networks: Dynamic Communication Thresholding for Model and Data Parallelism. CoRR Vipul Gupta, Dhruv Choudhary, Ping Tak Peter Tang, Xiaohan Wei, Xing Wang, Yuzhen Huang, Arun Kejariwal, Kannan Ramchandran, Michael W. Mahoney
2020	J	`jnl`	FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning. CoRR Swanand Kadhe, Nived Rajaraman, Onur Ozan Koyluoglu, Kannan Ramchandran
2020	—	`conf`	Local Differential Privacy for Multi-Agent Distributed Optimal Power Flow. ISGT-Europe Roel Dobbe, Ye Pu, Jingge Zhu, Kannan Ramchandran, Claire J. Tomlin
2020	B	`conf`	Max-affine regression with universal parameter estimation for small-ball designs. ISIT Avishek Ghosh, Ashwin Pananjady, Aditya Guntuboyina, Kannan Ramchandran
2020	—	`conf`	OverSketched Newton: Fast Convex Optimization for Serverless Systems. IEEE BigData Vipul Gupta, Swanand Kadhe, Thomas A. Courtade, Michael W. Mahoney, Kannan Ramchandran
2020	J	`jnl`	Problem-Complexity Adaptive Model Selection for Stochastic Linear Bandits. CoRR Avishek Ghosh, Abishek Sankararaman, Kannan Ramchandran
2020	—	`conf`	Reprogramming GANs via Input Noise Design. ECML/PKDD (2) Kangwook Lee, Changho Suh, Kannan Ramchandran
2020	Misc	`conf`	Robust Class Parallelism - Error Resilient Parallel Inference with Low Communication Cost. ACSSC Yaoqing Yang, Jichan Chung, Guanhua Wang, Vipul Gupta, Adarsh Karnati, Kenan Jiang, Ion Stoica, Joseph Gonzalez, Kannan Ramchandran
2020	A	`conf`	Serverless Straggler Mitigation using Error-Correcting Codes. ICDCS Vipul Gupta, Dominic Carrano, Yaoqing Yang, Vaishaal Shankar, Thomas A. Courtade, Kannan Ramchandran
2020	J	`jnl`	Serverless Straggler Mitigation using Local Error-Correcting Codes. CoRR Vipul Gupta, Dominic Carrano, Yaoqing Yang, Vaishaal Shankar, Thomas A. Courtade, Kannan Ramchandran
2020	B	`conf`	Some Performance Guarantees of Global LASSO with Local Assumptions for Convolutional Sparse Design Matrices. ISIT Avishek Ghosh, Kannan Ramchandran
2020	A*	`conf`	Toward the Fundamental Limits of Imitation Learning. NeurIPS Nived Rajaraman, Lin F. Yang, Jiantao Jiao, Kannan Ramchandran
2020	J	`jnl`	Toward the Fundamental Limits of Imitation Learning. CoRR Nived Rajaraman, Lin F. Yang, Jiantao Jiao, Kannan Ramchandran
2020	J	`jnl`	Utility-based Resource Allocation and Pricing for Serverless Computing. CoRR Vipul Gupta, Soham R. Phade, Thomas A. Courtade, Kannan Ramchandran
2019	Misc	`conf`	A Fast and Robust Paradigm for Fourier Compressed Sensing Based on Coded Sampling. ICASSP Frank Ong, Reinhard Heckel, Kannan Ramchandran
2019	J	`jnl`	A Real-Time, 1.89-GHz Bandwidth, 175-kHz Resolution Sparse Spectral Analysis RISC-V SoC in 16-nm FinFET. IEEE J. Solid State Circuits Angie Wang, Woo-Rham Bae, Jaeduk Han, Stevo Bailey, Orhan Ocal, Paul Rigge, Zhongkai Wang, Kannan Ramchandran, Elad Alon, Borivoje Nikolic
2019	J	`jnl`	Adversarially Trained Autoencoders for Parallel-Data-Free Voice Conversion. CoRR Orhan Ocal, Oguz H. Elibol, Gokce Keskin, Cory Stephenson, Anil Thomas, Kannan Ramchandran
2019	Misc	`conf`	Adversarially Trained Autoencoders for Parallel-data-free Voice Conversion. ICASSP Orhan Ocal, Oguz H. Elibol, Gokce Keskin, Cory Stephenson, Anil Thomas, Kannan Ramchandran
2019	J	`jnl`	Communication-Efficient and Byzantine-Robust Distributed Learning. CoRR Avishek Ghosh, Raj Kumar Maity, Swanand Kadhe, Arya Mazumdar, Kannan Ramchandran
2019	J	`jnl`	Cross-Entropy Loss and Low-Rank Features Have Responsibility for Adversarial Examples. CoRR Kamil Nar, Orhan Ocal, S. Shankar Sastry, Kannan Ramchandran
2019	A*	`conf`	Defending Against Saddle Point Attack in Byzantine-Robust Distributed Learning. ICML Dong Yin, Yudong Chen, Kannan Ramchandran, Peter L. Bartlett
2019	B	`conf`	Gradient Coding Based on Block Designs for Mitigating Adversarial Stragglers. ISIT Swanand Kadhe, Onur Ozan Koyluoglu, Kannan Ramchandran
2019	J	`jnl`	Gradient Coding Based on Block Designs for Mitigating Adversarial Stragglers. CoRR Swanand Kadhe, Onur Ozan Koyluoglu, Kannan Ramchandran
2019	J	`jnl`	Learning Mixtures of Sparse Linear Regressions Using Sparse Graph Codes. IEEE Trans. Inf. Theory Dong Yin, Ramtin Pedarsani, Yudong Chen, Kannan Ramchandran
2019	B	`conf`	Low-degree Pseudo-Boolean Function Recovery Using Codes. ISIT Orhan Ocal, Swanand Kadhe, Kannan Ramchandran
2019	—	`conf`	Matching Observations to Distributions: Efficient Estimation via Sparsified Hungarian Algorithm. Allerton Sinho Chewi, Forest Yang, Avishek Ghosh, Abhay Parekh, Kannan Ramchandran
2019	J	`jnl`	Max-Affine Regression: Provable, Tractable, and Near-Optimal Statistical Estimation. CoRR Avishek Ghosh, Ashwin Pananjady, Adityanand Guntuboyina, Kannan Ramchandran
2019	J	`jnl`	OverSketched Newton: Fast Convex Optimization for Serverless Systems. CoRR Vipul Gupta, Swanand Kadhe, Thomas A. Courtade, Michael W. Mahoney, Kannan Ramchandran
2019	A*	`conf`	Rademacher Complexity for Adversarially Robust Generalization. ICML Dong Yin, Kannan Ramchandran, Peter L. Bartlett
2019	J	`jnl`	Robust Federated Learning in a Heterogeneous Environment. CoRR Avishek Ghosh, Justin Hong, Dong Yin, Kannan Ramchandran
2019	J	`jnl`	SAFFRON: A Fast, Efficient, and Robust Framework for Group Testing Based on Sparse-Graph Codes. IEEE Trans. Signal Process. Kangwook Lee, Kabir Chandrasekher, Ramtin Pedarsani, Kannan Ramchandran
2019	J	`jnl`	SeF: A Secure Fountain Architecture for Slashing Storage Costs in Blockchains. CoRR Swanand Kadhe, Jichan Chung, Kannan Ramchandran
2019	J	`jnl`	Sub-Linear Time Support Recovery for Compressed Sensing Using Sparse-Graph Codes. IEEE Trans. Inf. Theory Xiao Li, Dong Yin, Sameer Pawar, Ramtin Pedarsani, Kannan Ramchandran
2019	B	`conf`	Synthesizing Differentially Private Datasets using Random Mixing. ISIT Kangwook Lee, Hoon Kim, Kyungmin Lee, Changho Suh, Kannan Ramchandran
2018	—	`conf`	A Real-Time, Analog/Digital Co-Designed 1.89-GHz Bandwidth, 175-kHz Resolution Sparse Spectral Analysis RISC-V SoC in 16-nm FinFET. ESSCIRC Angie Wang, Woo-Rham Bae, Jaeduk Han, Stevo Bailey, Paul Rigge, Orhan Ocal, Zhongkai Wang, Kannan Ramchandran, Elad Alon, Borivoje Nikolic
2018	J	`jnl`	Approximate Ranking from Pairwise Comparisons. CoRR Reinhard Heckel, Max Simchowitz, Kannan Ramchandran, Martin J. Wainwright
2018	A	`conf`	Approximate ranking from pairwise comparisons. AISTATS Reinhard Heckel, Max Simchowitz, Kannan Ramchandran, Martin J. Wainwright
2018	A*	`conf`	Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates. ICML Dong Yin, Yudong Chen, Kannan Ramchandran, Peter L. Bartlett
2018	J	`jnl`	Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates. CoRR Dong Yin, Yudong Chen, Kannan Ramchandran, Peter L. Bartlett
2018	C	`conf`	Coded Control over Lossy Networks. ACC Ye Pu, Jingge Zhu, Karl Henrik Johansson, Kannan Ramchandran, Claire J. Tomlin
2018	J	`jnl`	Customized Local Differential Privacy for Multi-Agent Distributed Optimization. CoRR Roel Dobbe, Ye Pu, Jingge Zhu, Kannan Ramchandran, Claire J. Tomlin
2018	J	`jnl`	Defending Against Saddle Point Attack in Byzantine-Robust Distributed Learning. CoRR Dong Yin, Yudong Chen, Kannan Ramchandran, Peter L. Bartlett
2018	J	`jnl`	FFAST: An Algorithm for Computing an Exactly k-Sparse DFT in O(k log k) Time. IEEE Trans. Inf. Theory Sameer Pawar, Kannan Ramchandran
2018	—	`conf`	Faster Data-access in Large-scale Systems: Network-scale Latency Analysis under General Service-time Distributions. Allerton Avishek Ghosh, Kannan Ramchandran
2018	J	`jnl`	Faster Data-access in Large-scale Systems: Network-scale Latency Analysis under General Service-time Distributions. CoRR Avishek Ghosh, Kannan Ramchandran
2018	J	`jnl`	Frank-Wolfe Algorithm for Exemplar Selection. CoRR Gary Cheng, Armin Askari, Laurent El Ghaoui, Kannan Ramchandran
2018	A	`conf`	Gradient Diversity: a Key Ingredient for Scalable Distributed Learning. AISTATS Dong Yin, Ashwin Pananjady, Maximilian Lam, Dimitris S. Papailiopoulos, Kannan Ramchandran, Peter L. Bartlett
2018	J	`jnl`	Information-Theoretically Secure Erasure Codes for Distributed Storage. IEEE Trans. Inf. Theory K. V. Rashmi, Nihar B. Shah, Kannan Ramchandran, P. Vijay Kumar
2018	J	`jnl`	Online Absolute Ranking with Partial Information: A Bipartite Graph Matching Approach. CoRR Sinho Chewi, Forest Yang, Avishek Ghosh, Abhay Parekh, Kannan Ramchandran
2018	—	`conf`	Online Scoring with Delayed Information: A Convex Optimization Viewpoint. Allerton Avishek Ghosh, Kannan Ramchandran
2018	J	`jnl`	Online Scoring with Delayed Information: A Convex Optimization Viewpoint. CoRR Avishek Ghosh, Kannan Ramchandran
2018	—	`conf`	OverSketch: Approximate Matrix Multiplication for the Cloud. IEEE BigData Vipul Gupta, Shusen Wang, Thomas A. Courtade, Kannan Ramchandran
2018	J	`jnl`	OverSketch: Approximate Matrix Multiplication for the Cloud. CoRR Vipul Gupta, Shusen Wang, Thomas A. Courtade, Kannan Ramchandran
2018	J	`jnl`	R-FFAST: A Robust Sub-Linear Time Algorithm for Computing a Sparse DFT. IEEE Trans. Inf. Theory Sameer Pawar, Kannan Ramchandran
2018	J	`jnl`	Rademacher Complexity for Adversarially Robust Generalization. CoRR Dong Yin, Kannan Ramchandran, Peter L. Bartlett
2018	—	`conf`	SGD on Random Mixtures: Private Machine Learning under Data Breach Threats. ICLR (Workshop) Kangwook Lee, Kyungmin Lee, Hoon Kim, Changho Suh, Kannan Ramchandran
2018	J	`jnl`	Speeding Up Distributed Machine Learning Using Codes. IEEE Trans. Inf. Theory Kangwook Lee, Maximilian Lam, Ramtin Pedarsani, Dimitris S. Papailiopoulos, Kannan Ramchandran
2018	B	`conf`	Straggler-Proofing Massive-Scale Distributed Matrix Multiplication with D-Dimensional Product Codes. ISIT Tavor Baharav, Kangwook Lee, Orhan Ocal, Kannan Ramchandran
2017	J	`jnl`	A Piggybacking Design Framework for Read-and Download-Efficient Distributed Storage Codes. IEEE Trans. Inf. Theory K. V. Rashmi, Nihar B. Shah, Kannan Ramchandran
2017	J	`jnl`	A Sequential Approximation Framework for Coded Distributed Optimization. CoRR Jingge Zhu, Ye Pu, Vipul Gupta, Claire J. Tomlin, Kannan Ramchandran
2017	—	`conf`	A sequential approximation framework for coded distributed optimization. Allerton Jingge Zhu, Ye Pu, Vipul Gupta, Claire J. Tomlin, Kannan Ramchandran
2017	—	`conf`	Asynchronous and noncoherent neighbor discovery for the IoT using sparse-graph codes. ICC Kabir Chandrasekher, Kangwook Lee, Peter Kairouz, Ramtin Pedarsani, Kannan Ramchandran
2017	B	`conf`	Coded computation for multicore setups. ISIT Kangwook Lee, Ramtin Pedarsani, Dimitris S. Papailiopoulos, Kannan Ramchandran
2017	J	`jnl`	Density Evolution on a Class of Smeared Random Graphs: A Theoretical Framework for Fast MRI. CoRR Kabir Chandrasekher, Orhan Ocal, Kannan Ramchandran
2017	B	`conf`	Density evolution on a class of smeared random graphs. ISIT Kabir Chandrasekher, Orhan Ocal, Kannan Ramchandran
2017	J	`jnl`	Fundamental Limits of DNA Storage Systems. CoRR Reinhard Heckel, Ilan Shomorony, Kannan Ramchandran, David N. C. Tse
2017	B	`conf`	Fundamental limits of DNA storage systems. ISIT Reinhard Heckel, Ilan Shomorony, Kannan Ramchandran, David N. C. Tse
2017	J	`jnl`	Gradient Diversity Empowers Distributed Learning. CoRR Dong Yin, Ashwin Pananjady, Maximilian Lam, Dimitris S. Papailiopoulos, Kannan Ramchandran, Peter L. Bartlett
2017	J	`jnl`	Hiding the Rumor Source. IEEE Trans. Inf. Theory Giulia Fanti, Peter Kairouz, Sewoong Oh, Kannan Ramchandran, Pramod Viswanath
2017	B	`conf`	High-dimensional coded matrix multiplication. ISIT Kangwook Lee, Changho Suh, Kannan Ramchandran
2017	J	`jnl`	Learning Mixtures of Sparse Linear Regressions Using Sparse Graph Codes. CoRR Dong Yin, Ramtin Pedarsani, Yudong Chen, Kannan Ramchandran
2017	—	`conf`	Learning mixtures of sparse linear regressions using sparse graph codes. Allerton Dong Yin, Ramtin Pedarsani, Yudong Chen, Kannan Ramchandran
2017	J	`jnl`	On Scheduling Redundant Requests With Cancellation Overheads. IEEE/ACM Trans. Netw. Kangwook Lee, Ramtin Pedarsani, Kannan Ramchandran
2017	J	`jnl`	Perturbed Iterate Analysis for Asynchronous Stochastic Optimization. SIAM J. Optim. Horia Mania, Xinghao Pan, Dimitris S. Papailiopoulos, Benjamin Recht, Kannan Ramchandran, Michael I. Jordan
2017	J	`jnl`	PhaseCode: Fast and Efficient Compressive Phase Retrieval Based on Sparse-Graph Codes. IEEE Trans. Inf. Theory Ramtin Pedarsani, Dong Yin, Kangwook Lee, Kannan Ramchandran
2017	J	`jnl`	The MDS Queue: Analysing the Latency Performance of Erasure Codes. IEEE Trans. Inf. Theory Kangwook Lee, Nihar B. Shah, Longbo Huang, Kannan Ramchandran
2017	A*	`conf`	The Sample Complexity of Online One-Class Collaborative Filtering. ICML Reinhard Heckel, Kannan Ramchandran
2017	J	`jnl`	The Sample Complexity of Online One-Class Collaborative Filtering. CoRR Reinhard Heckel, Kannan Ramchandran
2017	C	`conf`	abSNP: RNA-Seq SNP Calling in Repetitive Regions via Abundance Estimation. WABI Shunfu Mao, Soheil Mohajer, Kannan Ramchandran, David Tse, Sreeram Kannan
2016	Misc	`conf`	A sparse-graph-coded filter bank approach to minimum-rate spectrum-blind sampling. ICASSP Orhan Ocal, Xiao Li, Kannan Ramchandran
2016	J	`jnl`	Active Ranking from Pairwise Comparisons and the Futility of Parametric Assumptions. CoRR Reinhard Heckel, Nihar B. Shah, Kannan Ramchandran, Martin J. Wainwright
2016	J	`jnl`	CYCLADES: Conflict-free Asynchronous Machine Learning. CoRR Xinghao Pan, Maximilian Lam, Stephen Tu, Dimitris S. Papailiopoulos, Ce Zhang, Michael I. Jordan, Kannan Ramchandran, Christopher Ré, Benjamin Recht
2016	J	`jnl`	Collaborative High-Accuracy Localization in Mobile Multipath Environments. IEEE Trans. Veh. Technol. Venkatesan N. Ekambaram, Kannan Ramchandran, Raja Sengupta
2016	—	`conf`	Compressed sensing using sparse-graph codes for the continuous-alphabet setting. Allerton Dong Yin, Ramtin Pedarsani, Xiao Li, Kannan Ramchandran
2016	A*	`conf`	EC-Cache: Load-Balanced, Low-Latency Cluster Caching with Online Erasure Coding. OSDI K. V. Rashmi, Mosharaf Chowdhury, Jack Kosaian, Ion Stoica, Kannan Ramchandran
2016	J	`jnl`	Efficient Algorithms for the Data Exchange Problem. IEEE Trans. Inf. Theory Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran
2016	J	`jnl`	Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence. J. Mach. Learn. Res. Nihar B. Shah, Sivaraman Balakrishnan, Joseph K. Bradley, Abhay Parekh, Kannan Ramchandran, Martin J. Wainwright
2016	J	`jnl`	Fast and Robust Compressive Phase Retrieval with Sparse-Graph Codes. CoRR Dong Yin, Kangwook Lee, Ramtin Pedarsani, Kannan Ramchandran
2016	Misc	`conf`	Fast sparse 2-D DFT computation using sparse-graph alias codes. ICASSP Frank Ong, Sameer Pawar, Kannan Ramchandran
2016	J	`jnl`	Metadata-Conscious Anonymous Messaging. IEEE Trans. Signal Inf. Process. over Networks Giulia Fanti, Peter Kairouz, Sewoong Oh, Kannan Ramchandran, Pramod Viswanath
2016	A*	`conf`	Metadata-conscious anonymous messaging. ICML Giulia Fanti, Peter Kairouz, Sewoong Oh, Kannan Ramchandran, Pramod Viswanath
2016	B	`conf`	Optimal systematic distributed storage codes with fast encoding. ISIT Preetum Nakkiran, K. V. Rashmi, Kannan Ramchandran
2016	B	`conf`	Overlap-based genome assembly from variable-length reads. ISIT Joseph Hui, Ilan Shomorony, Kannan Ramchandran, Thomas A. Courtade
2016	Misc	`conf`	Recovering K-sparse N-length vectors in O(K log N) time: Compressed sensing using sparse-graph codes. ICASSP Xiao Li, Kannan Ramchandran
2016	A*	`conf`	Rumor Source Obfuscation on Irregular Trees. SIGMETRICS Giulia Fanti, Peter Kairouz, Sewoong Oh, Kannan Ramchandran, Pramod Viswanath
2016	B	`conf`	SAFFRON: A fast, efficient, and robust framework for group testing based on sparse-graph codes. ISIT Kangwook Lee, Ramtin Pedarsani, Kannan Ramchandran
2016	B	`conf`	Speeding up distributed machine learning using codes. ISIT Kangwook Lee, Maximilian Lam, Ramtin Pedarsani, Dimitris S. Papailiopoulos, Kannan Ramchandran
2016	J	`jnl`	When Do Redundant Requests Reduce Latency? IEEE Trans. Commun. Nihar B. Shah, Kangwook Lee, Kannan Ramchandran
2015	J	`jnl`	A robust sub-linear time R-FFAST algorithm for computing a sparse DFT. CoRR Sameer Pawar, Kannan Ramchandran
2015	—	`conf`	An Active Learning Framework using Sparse-Graph Codes for Sparse Polynomials and Graph Sketching. NIPS Xiao Li, Kannan Ramchandran
2015	B	`conf`	Capacity-approaching PhaseCode for low-complexity compressive phase retrieval. ISIT Ramtin Pedarsani, Kangwook Lee, Kannan Ramchandran
2015	—	`ch.`	Collaborative Multimodal Location Estimation of Consumer Media. Multimodal Location Estimation of Videos and Images Venkatesan N. Ekambaram, Kannan Ramchandran, Jaeyoung Choi, Gerald Friedland
2015	—	`conf`	Computationally-efficient sparse polynomial interpolation. IWSDA Sameer Pawar, Venkatesan Nallampatti Ekambaram, Kannan Ramchandran
2015	J	`jnl`	Distributed Secret Dissemination Across a Network. IEEE J. Sel. Top. Signal Process. Nihar B. Shah, K. V. Rashmi, Kannan Ramchandran
2015	J	`jnl`	Efficient Algorithms for the Data Exchange Problem. CoRR Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran
2015	J	`jnl`	Efficient Private Information Retrieval Over Unsynchronized Databases. IEEE J. Sel. Top. Signal Process. Giulia Fanti, Kannan Ramchandran
2015	A	`conf`	Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence. AISTATS Nihar B. Shah, Sivaraman Balakrishnan, Joseph K. Bradley, Abhay Parekh, Kannan Ramchandran, Martin J. Wainwright
2015	J	`jnl`	Estimation from Pairwise Comparisons: Sharp Minimax Bounds with Topology Dependence. CoRR Nihar B. Shah, Sivaraman Balakrishnan, Joseph K. Bradley, Abhay Parekh, Kannan Ramchandran, Martin J. Wainwright
2015	—	`conf`	Exploring connections between Sparse Fourier Transform computation and decoding of product codes. Allerton Nagaraj Thenkarai Janakiraman, Santosh K. Emmadi, Krishna R. Narayanan, Kannan Ramchandran
2015	J	`jnl`	Fast and Efficient Sparse 2D Discrete Fourier Transform using Sparse-Graph Codes. CoRR Frank Ong, Sameer Pawar, Kannan Ramchandran
2015	B	`conf`	Fast and robust compressive phase retrieval with sparse-graph codes. ISIT Dong Yin, Kangwook Lee, Ramtin Pedarsani, Kannan Ramchandran
2015	A	`conf`	Having Your Cake and Eating It Too: Jointly Optimal Erasure Codes for I/O, Storage, and Network-bandwidth. FAST K. V. Rashmi, Preetum Nakkiran, Jingyan Wang, Nihar B. Shah, Kannan Ramchandran
2015	J	`jnl`	Hiding the Rumor Source. CoRR Giulia Fanti, Peter Kairouz, Sewoong Oh, Kannan Ramchandran, Pramod Viswanath
2015	—	`ch.`	Human Versus Machine: Establishing a Human Baseline for Multimodal Location Estimation. Multimodal Location Estimation of Videos and Images Jaeyoung Choi, Howard Lei, Venkatesan N. Ekambaram, Pascal Kelm, Luke R. Gottlieb, Thomas Sikora, Kannan Ramchandran, Gerald Friedland
2015	J	`jnl`	Information-theoretically Secure Erasure Codes for Distributed Storage. CoRR Nihar B. Shah, K. V. Rashmi, Kannan Ramchandran, P. Vijay Kumar
2015	J	`jnl`	Low-Complexity Interactive Algorithms for Synchronization From Deletions, Insertions, and Substitutions. IEEE Trans. Inf. Theory Ramji Venkataramanan, Vasuki Narasimha Swamy, Kannan Ramchandran
2015	—	`conf`	On scheduling redundant requests with cancellation overheads. Allerton Kangwook Lee, Ramtin Pedarsani, Kannan Ramchandran
2015	J	`jnl`	Optimal Systematic Distributed Storage Codes with Fast Encoding. CoRR Preetum Nakkiran, K. V. Rashmi, Kannan Ramchandran
2015	—	`conf`	Parallel Correlation Clustering on Big Graphs. NIPS Xinghao Pan, Dimitris S. Papailiopoulos, Samet Oymak, Benjamin Recht, Kannan Ramchandran, Michael I. Jordan
2015	J	`jnl`	Parallel Correlation Clustering on Big Graphs. CoRR Xinghao Pan, Dimitris S. Papailiopoulos, Samet Oymak, Benjamin Recht, Kannan Ramchandran, Michael I. Jordan
2015	J	`jnl`	Perturbed Iterate Analysis for Asynchronous Stochastic Optimization. CoRR Horia Mania, Xinghao Pan, Dimitris S. Papailiopoulos, Benjamin Recht, Kannan Ramchandran, Michael I. Jordan
2015	J	`jnl`	SAFFRON: A Fast, Efficient, and Robust Framework for Group Testing based on Sparse-Graph Codes. CoRR Kangwook Lee, Ramtin Pedarsani, Kannan Ramchandran
2015	J	`jnl`	SPRIGHT: A Fast and Robust Framework for Sparse Walsh-Hadamard Transform. CoRR Xiao Li, Joseph K. Bradley, Sameer Pawar, Kannan Ramchandran
2015	—	`conf`	Sparse covariance estimation based on sparse-graph codes. Allerton Ramtin Pedarsani, Kangwook Lee, Kannan Ramchandran
2015	J	`jnl`	Speeding Up Distributed Machine Learning Using Codes. CoRR Kangwook Lee, Maximilian Lam, Ramtin Pedarsani, Dimitris S. Papailiopoulos, Kannan Ramchandran
2015	J	`jnl`	Spline-Like Wavelet Filterbanks for Multiresolution Analysis of Graph-Structured Data. IEEE Trans. Signal Inf. Process. over Networks Venkatesan N. Ekambaram, Giulia Cecilia Fanti, Babak Ayazifar, Kannan Ramchandran
2015	B	`conf`	Sub-linear time compressed sensing using sparse-graph codes. ISIT Xiao Li, Sameer Pawar, Kannan Ramchandran
2015	J	`jnl`	Truth Serums for Massively Crowdsourced Evaluation Tasks. CoRR Vijay Kamble, Nihar B. Shah, David Marn, Abhay Parekh, Kannan Ramchandran
2014	A*	`conf`	A "hitchhiker's" guide to fast and efficient data reconstruction in erasure-coded data centers. SIGCOMM K. V. Rashmi, Nihar B. Shah, Dikang Gu, Hairong Kuang, Dhruba Borthakur, Kannan Ramchandran
2014	B	`conf`	A robust R-FFAST framework for computing a k-sparse n-length DFT in O(k log n) sample complexity using sparse-graph codes. ISIT Sameer Pawar, Kannan Ramchandran
2014	J	`jnl`	Capacity-Approaching PhaseCode for Low-Complexity Compressive Phase Retrieval. CoRR Ramtin Pedarsani, Kangwook Lee, Kannan Ramchandran
2014	J	`jnl`	Guest Editorial Communication Methodologies for the Next-Generation Storage Systems. IEEE J. Sel. Areas Commun. Lara Dolecek, Mario Blaum, Jehoshua Bruck, Anxiao Andrew Jiang, Kannan Ramchandran, Bane Vasic
2014	—	`conf`	Multi-server private information retrieval over unsynchronized databases. Allerton Giulia Fanti, Kannan Ramchandran
2014	B	`conf`	One extra bit of download ensures perfectly private information retrieval. ISIT Nihar B. Shah, K. V. Rashmi, Kannan Ramchandran
2014	J	`jnl`	PhaseCode: Fast and Efficient Compressive Phase Retrieval based on Sparse-Graph-Codes. CoRR Ramtin Pedarsani, Kangwook Lee, Kannan Ramchandran
2014	—	`conf`	PhaseCode: Fast and efficient compressive phase retrieval based on sparse-graph codes. Allerton Ramtin Pedarsani, Kangwook Lee, Kannan Ramchandran
2014	J	`jnl`	Sub-linear Time Support Recovery for Compressed Sensing using Sparse-Graph Codes. CoRR Xiao Li, Sameer Pawar, Kannan Ramchandran
2014	B	`conf`	The MDS queue: Analysing the latency performance of erasure codes. ISIT Nihar B. Shah, Kangwook Lee, Kannan Ramchandran
2014	B	`conf`	The SPRIGHT algorithm for robust sparse Hadamard Transforms. ISIT Xiao Li, Joseph Kurata Bradley, Sameer Pawar, Kannan Ramchandran
2014	B	`conf`	Toward efficient, privacy-aware media classification on public databases. ICMR Giulia Fanti, Matthieu Finiasz, Gerald Friedland, Kannan Ramchandran
2014	J	`jnl`	When is it Better to Compare than to Score? CoRR Nihar B. Shah, Sivaraman Balakrishnan, Joseph K. Bradley, Abhay Parekh, Kannan Ramchandran, Martin J. Wainwright
2013	J	`jnl`	A Piggybacking Design Framework for Read-and Download-efficient Distributed Storage Codes CoRR K. V. Rashmi, Nihar B. Shah, Kannan Ramchandran
2013	—	`conf`	A Solution to the Network Challenges of Data Recovery in Erasure-coded Distributed Storage Systems: A Study on the Facebook Warehouse Cluster. HotStorage K. V. Rashmi, Nihar B. Shah, Dikang Gu, Hairong Kuang, Dhruba Borthakur, Kannan Ramchandran
2013	J	`jnl`	A Solution to the Network Challenges of Data Recovery in Erasure-coded Distributed Storage Systems: A Study on the Facebook Warehouse Cluster. CoRR K. V. Rashmi, Nihar B. Shah, Dikang Gu, Hairong Kuang, Dhruba Borthakur, Kannan Ramchandran
2013	B	`conf`	A VoD System for Massively Scaled, Heterogeneous Environments: Design and Implementation. MASCOTS Kangwook Lee, Lisa Yan, Abhay Parekh, Kannan Ramchandran
2013	—	`conf`	A novel fusion method for integrating multiple modalities and knowledge for multimodal location estimation. GeoMM@ACM Multimedia Pascal Kelm, Sebastian Schmiedeke, Jaeyoung Choi, Gerald Friedland, Venkatesan Nallampatti Ekambaram, Kannan Ramchandran, Thomas Sikora
2013	B	`conf`	A piggybacking design framework for read-and download-efficient distributed storage codes. ISIT K. V. Rashmi, Nihar B. Shah, Kannan Ramchandran
2013	J	`jnl`	Achievable Rates for Channels With Deletions and Insertions. IEEE Trans. Inf. Theory Ramji Venkataramanan, Sekhar Tatikonda, Kannan Ramchandran
2013	J	`jnl`	Asymptotic Interference Alignment for Optimal Repair of MDS Codes in Distributed Storage. IEEE Trans. Inf. Theory Viveck R. Cadambe, Syed Ali Jafar, Hamed Maleki, Kannan Ramchandran, Changho Suh
2013	B	`conf`	Circulant structures and graph signal processing. ICIP Venkatesan N. Ekambaram, Giulia Cecilia Fanti, Babak Ayazifar, Kannan Ramchandran
2013	—	`conf`	Computationally-efficient blind sub-Nyquist sampling for sparse spectra. GlobalSIP Sameer Pawar, Venkatesan N. Ekambaram, Kannan Ramchandran
2013	J	`jnl`	Computing a k-sparse n-length Discrete Fourier Transform using at most 4k samples and O(k log k) complexity CoRR Sameer Pawar, Kannan Ramchandran
2013	B	`conf`	Computing a k-sparse n-length Discrete Fourier Transform using at most 4k samples and O(k log k) complexity. ISIT Sameer Pawar, Kannan Ramchandran
2013	—	`conf`	Critically-sampled perfect-reconstruction spline-wavelet filterbanks for graph signals. GlobalSIP Venkatesan N. Ekambaram, Giulia Fanti, Babak Ayazifar, Kannan Ramchandran
2013	J	`jnl`	Efficient Interactive Algorithms for File Synchronization under General Edits. CoRR Ramji Venkataramanan, Vasuki Narasimha Swamy, Kannan Ramchandran
2013	—	`conf`	Efficient interactive algorithms for file synchronization under general edits. Allerton Ramji Venkataramanan, Vasuki Narasimha Swamy, Kannan Ramchandran
2013	A*	`conf`	Human vs machine: establishing a human baseline for multimodal location estimation. ACM Multimedia Jaeyoung Choi, Howard Lei, Venkatesan N. Ekambaram, Pascal Kelm, Luke R. Gottlieb, Thomas Sikora, Kannan Ramchandran, Gerald Friedland
2013	J	`jnl`	One-Way Private Media Search on Public Databases: The Role of Signal Processing. IEEE Signal Process. Mag. Giulia Fanti, Matthieu Finiasz, Kannan Ramchandran
2013	J	`jnl`	Optimal DNA shotgun sequencing: Noisy reads are as good as noiseless reads CoRR Abolfazl S. Motahari, Kannan Ramchandran, David Tse, Nan Ma
2013	B	`conf`	Optimal DNA shotgun sequencing: Noisy reads are as good as noiseless reads. ISIT Abolfazl S. Motahari, Kannan Ramchandran, David Tse, Nan Ma
2013	J	`jnl`	Secure Source Coding With a Helper. IEEE Trans. Inf. Theory Ravi Tandon, Sennur Ulukus, Kannan Ramchandran
2013	B	`conf`	Secure network coding for distributed secret sharing with low communication cost. ISIT Nihar B. Shah, K. V. Rashmi, Kannan Ramchandran
2013	J	`jnl`	The Role of Signal Processing in Meeting Privacy Challenges: An Overview. IEEE Signal Process. Mag. Lalitha Sankar, Wade Trappe, Kannan Ramchandran, H. Vincent Poor, Mérouane Debbah
2013	—	`conf`	Wavelet-regularized graph semi-supervised learning. GlobalSIP Venkatesan N. Ekambaram, Giulia Fanti, Babak Ayazifar, Kannan Ramchandran
2013	J	`jnl`	When Do Redundant Requests Reduce Latency ? CoRR Nihar B. Shah, Kangwook Lee, Kannan Ramchandran
2013	—	`conf`	When do redundant requests reduce latency ? Allerton Nihar B. Shah, Kangwook Lee, Kannan Ramchandran
2012	J	`jnl`	A Compression Algorithm Using Mis-aligned Side-information CoRR Nan Ma, Kannan Ramchandran, David Tse
2012	B	`conf`	A compression algorithm using mis-aligned side-information. ISIT Nan Ma, Kannan Ramchandran, David N. C. Tse
2012	—	`conf`	A hybrid DFT-LDPC framework for fast, efficient and robust compressive sensing. Allerton Conference Sameer Pawar, Kannan Ramchandran
2012	—	`conf`	An optimized distributed video-on-demand streaming system: Theory and design. Allerton Conference Kangwook Lee, Hao Zhang, Ziyu Shao, Minghua Chen, Abhay Parekh, Kannan Ramchandran
2012	J	`jnl`	Codes Can Reduce Queueing Delay in Data Centers CoRR Longbo Huang, Sameer Pawar, Hao Zhang, Kannan Ramchandran
2012	B	`conf`	Codes can reduce queueing delay in data centers. ISIT Longbo Huang, Sameer Pawar, Hao Zhang, Kannan Ramchandran
2012	J	`jnl`	Collaborative High Accuracy Localization in Mobile Multipath Environments CoRR Venkatesan N. Ekambaram, Kannan Ramchandran, Raja Sengupta
2012	J	`jnl`	Data Exchange Problem with Helpers CoRR Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran
2012	B	`conf`	Data exchange problem with helpers. ISIT Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran
2012	J	`jnl`	Distributed Storage Codes With Repair-by-Transfer and Nonachievability of Interior Points on the Storage-Bandwidth Tradeoff. IEEE Trans. Inf. Theory Nihar B. Shah, K. V. Rashmi, P. Vijay Kumar, Kannan Ramchandran
2012	—	`conf`	Efficient algorithms for the data exchange problem under fairness constraints. Allerton Conference Nebojsa Milosavljevic, Sameer Pawar, Michael Gastpar, Kannan Ramchandran
2012	J	`jnl`	Interference Alignment in Regenerating Codes for Distributed Storage: Necessity and Code Constructions. IEEE Trans. Inf. Theory Nihar B. Shah, K. V. Rashmi, P. Vijay Kumar, Kannan Ramchandran
2012	J	`jnl`	Minimum Cost Multicast with Decentralized Sources CoRR Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran
2012	A	`conf`	Multimodal Location Estimation of Consumer Media: Dealing with Sparse Training Data. ICME Jaeyoung Choi, Gerald Friedland, Venkatesan N. Ekambaram, Kannan Ramchandran
2012	—	`conf`	Non-line-of-sight localization using low-rank + sparse matrix decomposition. SSP Venkatesan N. Ekambaram, Kannan Ramchandran
2012	—	`conf`	Optimal demand response with energy storage management. SmartGridComm Longbo Huang, Jean C. Walrand, Kannan Ramchandran
2012	Misc	`conf`	Optimal smart grid tariffs. ITA Longbo Huang, Jean C. Walrand, Kannan Ramchandran
2012	B	`conf`	Private Stream Search at Almost the Same Communication Cost as a Regular Search. Selected Areas in Cryptography Matthieu Finiasz, Kannan Ramchandran
2012	B	`conf`	Private Stream Search at the same communication cost as a regular search: Role of LDPC codes. ISIT Matthieu Finiasz, Kannan Ramchandran
2012	J	`jnl`	Regenerating Codes for Errors and Erasures in Distributed Storage CoRR K. V. Rashmi, Nihar B. Shah, Kannan Ramchandran, P. Vijay Kumar
2012	B	`conf`	Regenerating codes for errors and erasures in distributed storage. ISIT K. V. Rashmi, Nihar B. Shah, Kannan Ramchandran, P. Vijay Kumar
2012	A*	`conf`	Reverse-engineering BitTorrent: A Markov approximation perspective. INFOCOM Ziyu Shao, Hao Zhang, Minghua Chen, Kannan Ramchandran
2012	J	`jnl`	Secrecy via Sources and Channels. IEEE Trans. Inf. Theory Vinod M. Prabhakaran, Krishnan Eswaran, Kannan Ramchandran
2012	J	`jnl`	Secret Share Dissemination across a Network CoRR Nihar B. Shah, K. V. Rashmi, Kannan Ramchandran
2012	J	`jnl`	Semi-Definite Programming Relaxation for Non-Line-of-Sight Localization CoRR Venkatesan N. Ekambaram, Giulia Fanti, Kannan Ramchandran
2012	—	`conf`	The 2012 ICSI/Berkeley Video Location Estimation System. MediaEval Jaeyoung Choi, Venkatesan N. Ekambaram, Gerald Friedland, Kannan Ramchandran
2012	J	`jnl`	The MDS Queue CoRR Nihar B. Shah, Kangwook Lee, Kannan Ramchandran
2012	J	`jnl`	VSYNC: Bandwidth-Efficient and Distortion-Tolerant Video File Synchronization. IEEE Trans. Circuits Syst. Video Technol. Hao Zhang, Chuohao Yeo, Kannan Ramchandran
2011	J	`jnl`	A Survey on Network Codes for Distributed Storage. Proc. IEEE Alexandros G. Dimakis, Kannan Ramchandran, Yunnan Wu, Changho Suh
2011	J	`jnl`	Achievable Rates for Channels with Deletions and Insertions CoRR Ramji Venkataramanan, Sekhar Tatikonda, Kannan Ramchandran
2011	B	`conf`	Achievable rates for channels with deletions and insertions. ISIT Ramji Venkataramanan, Sekhar Tatikonda, Kannan Ramchandran
2011	—	`conf`	Codes for a distributed caching based Video-on-Demand system. ACSCC Sameer Pawar, Salim Y. El Rouayheb, Hao Zhang, Kangwook Lee, Kannan Ramchandran
2011	J	`jnl`	Coding of Image Feature Descriptors for Distributed Rate-efficient Visual Correspondences. Int. J. Comput. Vis. Chuohao Yeo, Parvez Ahammad, Kannan Ramchandran
2011	J	`jnl`	Cognitive Radio Through Primary Control Feedback. IEEE J. Sel. Areas Commun. Krishnan Eswaran, Michael Gastpar, Kannan Ramchandran
2011	B	`conf`	DRESS codes for the storage cloud: Simple randomized constructions. ISIT Sameer Pawar, Nima Noorshams, Salim Y. El Rouayheb, Kannan Ramchandran
2011	B	`conf`	Deterministic algorithm for the cooperative data exchange problem. ISIT Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran
2011	B	`conf`	Efficient file synchronization: A distributed source coding approach. ISIT Nan Ma, Kannan Ramchandran, David Tse
2011	J	`jnl`	Exact-Repair MDS Code Construction Using Interference Alignment. IEEE Trans. Inf. Theory Changho Suh, Kannan Ramchandran
2011	J	`jnl`	High-Resolution Distributed Sampling of Bandlimited Fields With Low-Precision Sensors. IEEE Trans. Inf. Theory Animesh Kumar, Prakash Ishwar, Kannan Ramchandran
2011	J	`jnl`	Hybrid Digital-Analog Codes for Source-Channel Broadcast of Gaussian Sources Over Gaussian Channels. IEEE Trans. Inf. Theory Vinod M. Prabhakaran, Rohit Puri, Kannan Ramchandran
2011	J	`jnl`	Hybrid Digital-Analog Codes for Source-Channel Broadcast of Gaussian Sources over Gaussian Channels CoRR Vinod M. Prabhakaran, Rohit Puri, Kannan Ramchandran
2011	J	`jnl`	On Minimum-rate Synchronization Based on Bursty Deletion Side-information CoRR Nan Ma, Kannan Ramchandran, David Tse
2011	J	`jnl`	Optimal Deterministic Polynomial-Time Data Exchange for Omniscience CoRR Nebojsa Milosavljevic, Sameer Pawar, Salim Y. El Rouayheb, Michael Gastpar, Kannan Ramchandran
2011	A*	`conf`	Optimal neighbor selection in BitTorrent-like peer-to-peer networks. SIGMETRICS Hao Zhang, Ziyu Shao, Minghua Chen, Kannan Ramchandran
2011	B	`conf`	Scaling Laws for Cooperative Node Localization in Non-Line-of-Sight Wireless Networks. GLOBECOM Venkatesan N. Ekambaram, Kannan Ramchandran, Raja Sengupta
2011	J	`jnl`	Securing Dynamic Distributed Storage Systems Against Eavesdropping and Adversarial Attacks. IEEE Trans. Inf. Theory Sameer Pawar, Salim Y. El Rouayheb, Kannan Ramchandran
2011	B	`conf`	Securing dynamic distributed storage systems from malicious nodes. ISIT Sameer Pawar, Salim Y. El Rouayheb, Kannan Ramchandran
2010	J	`jnl`	A Survey on Network Codes for Distributed Storage CoRR Alexandros G. Dimakis, Kannan Ramchandran, Yunnan Wu, Changho Suh
2010	J	`jnl`	An Adaptive Multi-channel P2P Video-on-Demand System using Plug-and-Play Helpers CoRR Hao Zhang, Minghua Chen, Abhay Parekh, Kannan Ramchandran
2010	B	`conf`	Complexity-outsourced low-latency video encoding through feedback under a sum-rate constraint. ICIP Ermin Kozica, Kannan Ramchandran, W. Bastiaan Kleijn
2010	J	`jnl`	Correction to "on functional duality in multiuser source and channel coding problems having one-sidedcollaboration". IEEE Trans. Inf. Theory S. Sandeep Pradhan, Kannan Ramchandran
2010	J	`jnl`	Distributed High Accuracy Peer-to-Peer Localization in Mobile Multipath Environments CoRR Venkatesan N. Ekambaram, Kannan Ramchandran
2010	B	`conf`	Distributed High Accuracy Peer-to-Peer Localization in Mobile Multipath Environments. GLOBECOM Venkatesan N. Ekambaram, Kannan Ramchandran
2010	J	`jnl`	Distributed Storage Codes with Repair-by-Transfer and Non-achievability of Interior Points on the Storage-Bandwidth Tradeoff CoRR Nihar B. Shah, K. V. Rashmi, P. Vijay Kumar, Kannan Ramchandran
2010	J	`jnl`	Dithered A/D conversion of smooth non-bandlimited signals. IEEE Trans. Signal Process. Animesh Kumar, Prakash Ishwar, Kannan Ramchandran
2010	J	`jnl`	Exact Regeneration Codes for Distributed Storage Repair Using Interference Alignment CoRR Changho Suh, Kannan Ramchandran
2010	B	`conf`	Exact-repair MDS codes for distributed storage using interference alignment. ISIT Changho Suh, Kannan Ramchandran
2010	Misc	`conf`	Explicit and optimal codes for distributed storage. ITA K. V. Rashmi, Nihar B. Shah, P. Vijay Kumar, Kannan Ramchandran
2010	B	`conf`	Explicit and optimal exact-regenerating codes for the minimum-bandwidth point in distributed storage. ISIT K. V. Rashmi, Nihar B. Shah, P. Vijay Kumar, Kannan Ramchandran
2010	J	`jnl`	Fractional Repetition Codes for Repair in Distributed Storage Systems CoRR Salim Y. El Rouayheb, Kannan Ramchandran
2010	—	`conf`	Fractional repetition codes for repair in distributed storage systems. Allerton Salim El Rouayheb, Kannan Ramchandran
2010	B	`conf`	Frame-bufferless sum-rate constrained video encoding using feedback. ICIP Ermin Kozica, Hao Zhang, Kannan Ramchandran
2010	B	`conf`	Information-theoretic bounds on model selection for Gaussian Markov random fields. ISIT Wei Wang, Martin J. Wainwright, Kannan Ramchandran
2010	J	`jnl`	Information-theoretic limits on sparse signal recovery: dense versus sparse measurement matrices. IEEE Trans. Inf. Theory Wei Wang, Martin J. Wainwright, Kannan Ramchandran
2010	—	`conf`	Interactive low-complexity codes for synchronization from deletions and insertions. Allerton Ramji Venkataramanan, Hao Zhang, Kannan Ramchandran
2010	J	`jnl`	Network coding for distributed storage systems. IEEE Trans. Inf. Theory Alexandros G. Dimakis, Brighten Godfrey, Yunnan Wu, Martin J. Wainwright, Kannan Ramchandran
2010	J	`jnl`	On Secure Distributed Data Storage Under Repair Dynamics CoRR Sameer Pawar, Salim Y. El Rouayheb, Kannan Ramchandran
2010	B	`conf`	On secure distributed data storage under repair dynamics. ISIT Sameer Pawar, Salim Y. El Rouayheb, Kannan Ramchandran
2010	J	`jnl`	On the Existence of Optimal Exact-Repair MDS Codes for Distributed Storage CoRR Changho Suh, Kannan Ramchandran
2010	C	`conf`	Regenerating Codes for Distributed Storage Networks. WAIFI Nihar B. Shah, K. V. Rashmi, P. Vijay Kumar, Kannan Ramchandran
2010	J	`jnl`	Robust Distributed Multiview Video Compression for Wireless Camera Networks. IEEE Trans. Image Process. Chuohao Yeo, Kannan Ramchandran
2010	B	`conf`	Secure distributive storage of decentralized source data: Can interaction help? ISIT Salim Y. El Rouayheb, Vinod M. Prabhakaran, Kannan Ramchandran
2010	J	`jnl`	Securing Dynamic Distributed Storage Systems against Eavesdropping and Adversarial Attacks CoRR Sameer Pawar, Salim Y. El Rouayheb, Kannan Ramchandran
2010	J	`jnl`	The MISER Code: An MDS Distributed Storage Code that Minimizes Repair Bandwidth for Systematic Nodes through Interference Alignment CoRR Nihar B. Shah, K. V. Rashmi, P. Vijay Kumar, Kannan Ramchandran
2010	B	`conf`	The role of game theory in key agreement over a public channel. ISIT Nebojsa Milosavljevic, Michael Gastpar, Kannan Ramchandran
2009	C	`conf`	A reliable decentralized Peer-to-Peer Video-on-Demand system using helpers. PCS Hao Zhang, Kannan Ramchandran
2009	J	`jnl`	Exact Regenerating Codes for Distributed Storage CoRR K. V. Rashmi, Nihar B. Shah, P. Vijay Kumar, Kannan Ramchandran
2009	J	`jnl`	Explicit Codes Minimizing Repair Bandwidth for Distributed Storage CoRR Nihar B. Shah, K. V. Rashmi, P. Vijay Kumar, Kannan Ramchandran
2009	—	`conf`	Explicit construction of optimal exact regenerating codes for distributed storage. Allerton K. V. Rashmi, Nihar B. Shah, P. Vijay Kumar, Kannan Ramchandran
2009	B	`conf`	Multi-antenna interference cancellation techniques for cognitive radio applications. WCNC Omar Bakr, Mark Johnson, Raghuraman Mudumbai, Kannan Ramchandran
2009	B	`conf`	On low-complexity video encoding through feedback. ICIP Chuohao Yeo, Kannan Ramchandran
2009	Misc	`conf`	Rate efficient remote video file synchronization. ICASSP Hao Zhang, Chuohao Yeo, Kannan Ramchandran
2009	Misc	`conf`	Rate-constrained distributed distance testing and its applications. ICASSP Chuohao Yeo, Parvez Ahammad, Hao Zhang, Kannan Ramchandran
2009	J	`jnl`	Robust Video Transmission With Distributed Source Coded Auxiliary Channel. IEEE Trans. Image Process. Jiajun Wang, Abhik Majumdar, Kannan Ramchandran
2009	—	`conf`	SRAM supply voltage scaling: A reliability perspective. ISQED Animesh Kumar, Jan M. Rabaey, Kannan Ramchandran
2009	B	`conf`	Scaling Peer-to-Peer Video-on-Demand systems using helpers. ICIP Hao Zhang, Jiajun Wang, Minghua Chen, Kannan Ramchandran
2009	J	`jnl`	Secure Source Coding with a Helper. CoRR Ravi Tandon, Sennur Ulukus, Kannan Ramchandran
2009	B	`conf`	Secure communication using an untrusted relay via sources and channels. ISIT Nebojsa Milosavljevic, Michael Gastpar, Kannan Ramchandran
2009	—	`conf`	Secure source coding with a helper. Allerton Ravi Tandon, Sennur Ulukus, Kannan Ramchandran
2008	J	`jnl`	Bits through ARQs CoRR Krishnan Eswaran, Michael Gastpar, Kannan Ramchandran
2008	J	`jnl`	Colored Gaussian Source-Channel Broadcast for Heterogeneous (Analog/Digital) Receivers. IEEE Trans. Inf. Theory Vinod M. Prabhakaran, Rohit Puri, Kannan Ramchandran
2008	B	`conf`	Distributed beamforming with binary signaling. ISIT Mark Johnson, Michael Mitzenmacher, Kannan Ramchandran
2008	B	`conf`	Enhancing peer-to-peer live multicast quality using helpers. ICIP Jiajun Wang, Kannan Ramchandran
2008	—	`conf`	Error-Tolerant SRAM Design for Ultra-Low Power Standby Operation. ISQED Huifang Qin, Animesh Kumar, Kannan Ramchandran, Jan M. Rabaey, Prakash Ishwar
2008	—	`conf`	Fundamental Data Retention Limits in SRAM Standby Experimental Results. ISQED Animesh Kumar, Huifang Qin, Prakash Ishwar, Jan M. Rabaey, Kannan Ramchandran
2008	J	`jnl`	High-Speed Action Recognition and Localization in Compressed Domain Videos. IEEE Trans. Circuits Syst. Video Technol. Chuohao Yeo, Parvez Ahammad, Kannan Ramchandran, Shankar Sastry
2008	J	`jnl`	Information-theoretic limits on sparse signal recovery: Dense versus sparse measurement matrices CoRR Wei Wang, Martin J. Wainwright, Kannan Ramchandran
2008	B	`conf`	Information-theoretic limits on sparse support recovery: Dense versus sparse measurements. ISIT Wei Wang, Martin J. Wainwright, Kannan Ramchandran
2008	J	`jnl`	Lower Bounds on the Rate-Distortion Function of LDGM Codes CoRR Alexandros G. Dimakis, Martin J. Wainwright, Kannan Ramchandran
2008	J	`jnl`	Network Coding for Distributed Storage Systems CoRR Alexandros G. Dimakis, Brighten Godfrey, Yunnan Wu, Martin J. Wainwright, Kannan Ramchandran
2008	B	`conf`	Rate-efficient visual correspondences using random projections. ICIP Chuohao Yeo, Parvez Ahammad, Kannan Ramchandran
2008	J	`jnl`	Secrecy via Sources and Channels -- A Secret Key - Secret Message Rate Trade-off Region CoRR Vinod M. Prabhakaran, Krishnan Eswaran, Kannan Ramchandran
2008	B	`conf`	Secrecy via sources and channels - A secret key - Secret message rate tradeoff region. ISIT Vinod M. Prabhakaran, Krishnan Eswaran, Kannan Ramchandran
2008	—	`conf`	Secret communication using sources and channels. ACSCC Krishnan Eswaran, Vinod M. Prabhakaran, Kannan Ramchandran
2008	J	`jnl`	Toward Compression of Encrypted Images and Video Sequences. IEEE Trans. Inf. Forensics Secur. Daniel Schonberg, Stark C. Draper, Chuohao Yeo, Kannan Ramchandran
2008	A*	`conf`	VSYNC: a novel video file synchronization protocol. ACM Multimedia Hao Zhang, Chuohao Yeo, Kannan Ramchandran
2007	J	`jnl`	A Graph-Based Framework for Transmission of Correlated Sources Over Multiple-Access Channels. IEEE Trans. Inf. Theory S. Sandeep Pradhan, Suhan Choi, Kannan Ramchandran
2007	C	`conf`	Achieving H.264-like compression efficiency with distributed video coding. VCIP Simone Milani, Jiajun Wang, Kannan Ramchandran
2007	B	`conf`	Bits through ARQs: Spectrum Sharing with a Primary Packet System. ISIT Krishnan Eswaran, Michael Gastpar, Kannan Ramchandran
2007	B	`conf`	Channel coding with strictly casual colored side-information at transmitter. ISIT Vinod M. Prabhakaran, David Tse, Kannan Ramchandran
2007	—	`conf`	Distributed sparse random projections for refinable approximation. IPSN Wei Wang, Minos N. Garofalakis, Kannan Ramchandran
2007	C	`conf`	Fundamental Bounds on Power Reduction during Data-Retention in Standby SRAM. ISCAS Animesh Kumar, Huifang Qin, Prakash Ishwar, Jan M. Rabaey, Kannan Ramchandran
2007	—	`conf`	Fundamental Redundancy Versus Power Trade-Off in Standby SRAM. ICASSP (2) Animesh Kumar, Huifang Qin, Prakash Ishwar, Jan M. Rabaey, Kannan Ramchandran
2007	J	`jnl`	Network Coding for Distributed Storage Systems CoRR Alexandros G. Dimakis, Brighten Godfrey, Martin J. Wainwright, Kannan Ramchandran
2007	A*	`conf`	Network Coding for Distributed Storage Systems. INFOCOM Alexandros G. Dimakis, Brighten Godfrey, Martin J. Wainwright, Kannan Ramchandran
2007	B	`conf`	On Compression of Encrypted Video. DCC Daniel Schonberg, Chuohao Yeo, Stark C. Draper, Kannan Ramchandran
2007	—	`conf`	On the Role of Helpers in Peer-to-Peer File Download Systems: Design, Analysis and Simulation. IPTPS Jiajun Wang, Chuohao Yeo, Vinod M. Prabhakaran, Kannan Ramchandran
2007	J	`jnl`	PRISM: A Video Coding Paradigm With Motion Estimation at the Decoder. IEEE Trans. Image Process. Rohit Puri, Abhik Majumdar, Kannan Ramchandran
2007	B	`conf`	Receiver-driven multicast over wireless with distributed source coding and FEC. IWCMC Jiajun Wang, Kannan Ramchandran
2007	J	`jnl`	Robust Predictive Quantization: Analysis and Design Via Convex Optimization. J. Sel. Topics Signal Processing Alyson K. Fletcher, Sundeep Rangan, Vivek K. Goyal, Kannan Ramchandran
2007	C	`conf`	Robust distributed multi-view video compression for wireless camera networks. VCIP Chuohao Yeo, Kannan Ramchandran
2007	C	`conf`	Unequal Growth Codes: Intermediate Performance and Unequal Error Protection for Video Streaming. MMSP Alexandros G. Dimakis, Jiajun Wang, Kannan Ramchandran
2007	C	`conf`	Unsupervised Discovery of Action Hierarchies in Large Collections of Activity Videos. MMSP Parvez Ahammad, Chuohao Yeo, Kannan Ramchandran, S. Shankar Sastry
2007	A*	`conf`	Using audio and video features to classify the most dominant person in a group meeting. ACM Multimedia Hayley Hung, Dinesh Babu Jayagopi, Chuohao Yeo, Gerald Friedland, Sileye O. Ba, Jean-Marc Odobez, Kannan Ramchandran, Nikki Mirghafori, Daniel Gatica-Perez
2007	—	`conf`	View Synthesis for Robust Distributed Video Compression in Wireless Camera Networks. ICIP (3) Chuohao Yeo, Jiajun Wang, Kannan Ramchandran
2006	Misc	`conf`	Causal and Strictly Causal Estimation for Jump Linear Systems: An LMI Analysis. CISS Alyson K. Fletcher, Sundeep Rangan, Vivek K. Goyal, Kannan Ramchandran
2006	C	`conf`	Compressed Domain Real-time Action Recognition. MMSP Chuohao Yeo, Parvez Ahammad, Kannan Ramchandran, S. Shankar Sastry
2006	J	`jnl`	Decentralized Erasure Codes for Distributed Networked Storage CoRR Alexandros G. Dimakis, Vinod M. Prabhakaran, Kannan Ramchandran
2006	J	`jnl`	Decentralized erasure codes for distributed networked storage. IEEE Trans. Inf. Theory Alexandros G. Dimakis, Vinod M. Prabhakaran, Kannan Ramchandran
2006	J	`jnl`	Denoising by Sparse Approximation: Error Bounds Based on Rate-Distortion Theory. EURASIP J. Adv. Signal Process. Alyson K. Fletcher, Sundeep Rangan, Vivek K. Goyal, Kannan Ramchandran
2006	—	`conf`	Distributed Fountain Codes for Networked Storage. ICASSP (5) Alexandros G. Dimakis, Vinod M. Prabhakaran, Kannan Ramchandran
2006	J	`jnl`	Distributed video coding in wireless sensor networks. IEEE Signal Process. Mag. Rohit Puri, Abhik Majumdar, Prakash Ishwar, Kannan Ramchandran
2006	J	`jnl`	From Dumb Wireless Sensors to Smart Networks using Network Coding CoRR Alexandros G. Dimakis, Dragan Petrovic, Kannan Ramchandran
2006	C	`conf`	Multi-camera Video Resolution Enhancement by Fusion of Spatial Disparity and Temporal Motion fields. ICVS Daniel Hazen, Rohit Puri, Kannan Ramchandran
2006	B	`conf`	On Compression of Encrypted Images. ICIP Daniel Schonberg, Stark C. Draper, Kannan Ramchandran
2006	J	`jnl`	On Functional Duality in Multiuser Source and Channel Coding Problems With One-Sided Collaboration. IEEE Trans. Inf. Theory S. Sandeep Pradhan, Kannan Ramchandran
2006	B	`conf`	On Source Encoding with Side-information Under Ambiguous State of Nature. ISIT Prakash Ishwar, Vinod M. Prabhakaran, Kannan Ramchandran
2006	J	`jnl`	Overcoming untuned radios in wireless networks with network coding. IEEE Trans. Inf. Theory Dragan Petrovic, Kannan Ramchandran, Jan M. Rabaey
2006	—	`conf`	Random Multiresolution Representations for Arbitrary Sensor Network Graphs. ICASSP (4) Wei Wang, Kannan Ramchandran
2006	—	`conf`	Random distributed multiresolution representations with significance querying. IPSN Wei Wang, Kannan Ramchandran
2006	J	`jnl`	Robust wireless video multicast based on a distributed source coding approach. Signal Process. Marco Tagliasacchi, Abhik Majumdar, Kannan Ramchandran, Stefano Tubaro
2006	B	`conf`	Syndrome-Based Robust Video Transmission Over Networks with Bursty Losses. ICIP Jiajun Wang, Vinod M. Prabhakaran, Kannan Ramchandran
2005	—	`conf`	An Analysis of Empirical PMF Based Tests for Least Significant Bit Image Steganography. Information Hiding Stark C. Draper, Prakash Ishwar, David Molnar, Vinod M. Prabhakaran, Kannan Ramchandran, Daniel Schonberg, David A. Wagner
2005	B	`conf`	Analysis of denoising by sparse approximation with random frame asymptotics. ISIT Alyson K. Fletcher, Sundeep Rangan, Vivek K. Goyal, Kannan Ramchandran
2005	—	`conf`	Complexity/performance trade-offs for robust distributed video coding. ICIP (2) Abhik Majumdar, Rohit Puri, Prakash Ishwar, Kannan Ramchandran
2005	J	`jnl`	Generalized coset codes for distributed binning. IEEE Trans. Inf. Theory S. Sandeep Pradhan, Kannan Ramchandran
2005	—	`conf`	Image compression in a multi-camera system based on a distributed source coding approach. EUSIPCO Giovanni Toffetti, Marco Tagliasacchi, Marco Marcon, Stefano Tubaro, Augusto Sarti, Kannan Ramchandran
2005	—	`conf`	On blind compression of encrypted data approaching the source entropy rate. EUSIPCO Daniel Schonberg, Stark C. Draper, Kannan Ramchandran
2005	—	`conf`	On enhancing MPEG video broadcast over wireless networks with an auxiliary broadcast channel. ICASSP (5) Jiajun Wang, Abhik Majumdar, Kannan Ramchandran
2005	J	`jnl`	On rate-constrained distributed estimation in unreliable sensor networks. IEEE J. Sel. Areas Commun. Prakash Ishwar, Rohit Puri, Kannan Ramchandran, S. Sandeep Pradhan
2005	—	`conf`	Ubiquitous access to distributed data in large-scale sensor networks through decentralized erasure codes. IPSN Alexandros G. Dimakis, Vinod M. Prabhakaran, Kannan Ramchandran
2005	J	`jnl`	n-channel symmetric multiple descriptions-part II: An achievable rate-distortion region. IEEE Trans. Inf. Theory Rohit Puri, S. Sandeep Pradhan, Kannan Ramchandran
2004	J	`jnl`	A distributed and adaptive signal processing approach to exploiting correlation in sensor networks. Ad Hoc Networks Jim Chou, Dragan Petrovic, Kannan Ramchandran
2004	B	`conf`	Achievable rates for multiple-access channels with correlated messages. ISIT S. Sandeep Pradhan, Suhan Choi, Kannan Ramchandran
2004	—	`conf`	Adaptive sleep discipline for energy conservation and robustness in dense sensor networks. ICC Jana van Greunen, Dragan Petrovic, Alvise Bonivento, Jan M. Rabaey, Kannan Ramchandran, Alberto L. Sangiovanni-Vincentelli
2004	—	`conf`	Channel estimation and synchronization with sub-Nyquist sampling and application to ultra-wideband systems. ISCAS (5) Irena Maravic, Martin Vetterli, Kannan Ramchandran
2004	B	`conf`	Coding and routing complexity in sensor networks. ISIT Sekhar Tatikonda, Kannan Ramchandran
2004	B	`conf`	Compressing encrypted sources using side-information coding. ISIT Prakash Ishwar, Vinod M. Prabhakaran, Kannan Ramchandran
2004	B	`conf`	Distributed Code Constructions for the Entire Slepian-Wolf Rate Region for Arbitrarily Correlated Sources. Data Compression Conference D. Schongberg, Kannan Ramchandran, S. Sandeep Pradhan
2004	A*	`conf`	Drift reduction in predictive video transmission using a distributed source coded side-channel. ACM Multimedia Abhik Majumdar, Jiajun Wang, Kannan Ramchandran
2004	B	`conf`	On Compressing Encrypted Data without the Encryption Key. TCC Mark Johnson, David A. Wagner, Kannan Ramchandran
2004	J	`jnl`	On compressing encrypted data. IEEE Trans. Signal Process. Mark Johnson, Prakash Ishwar, Vinod M. Prabhakaran, Daniel Schonberg, Kannan Ramchandran
2004	B	`conf`	On decoder-latency versus performance tradeoffs in differential predictive coding. ICIP Prakash Ishwar, Kannan Ramchandran
2004	—	`conf`	On distributed sampling of bandlimited and non-bandlimited sensor fields. ICASSP (3) Animesh Kumar, Prakash Ishwar, Kannan Ramchandran
2004	—	`conf`	On distributed sampling of smooth non-bandlimited fields. IPSN Animesh Kumar, Prakash Ishwar, Kannan Ramchandran
2004	B	`conf`	Optimized filtering and reconstruction in predictive quantization with losses. ICIP Alyson K. Fletcher, Sundeep Rangan, Vivek K. Goyal, Kannan Ramchandran
2004	C	`conf`	PRISM: An Error-Resilient Video Coding Paradigm for Wireless Networks. BROADNETS Abhik Majumdar, Kannan Ramchandran
2004	—	`ed.`	Proceedings of the Third International Symposium on Information Processing in Sensor Networks, IPSN 2004, Berkeley, California, USA, April 26-27, 2004 IPSN Kannan Ramchandran, Janos Sztipanovits, Jennifer C. Hou, Thrasyvoulos N. Pappas
2004	B	`conf`	Rate region of the quadratic Gaussian CEO problem. ISIT Vinod M. Prabhakaran, David N. C. Tse, Kannan Ramchandran
2004	B	`conf`	Robust predictive quantization: a new analysis and optimization framework. ISIT Alyson K. Fletcher, Sundeep Rangan, Vivek K. Goyal, Kannan Ramchandran
2004	B	`conf`	Video multicast over lossy channels based on distributed source coding. ICIP Abhik Majumdar, Kannan Ramchandran
2004	J	`jnl`	n-channel symmetric multiple descriptions - part I: (n, k) source-channel erasure codes. IEEE Trans. Inf. Theory S. Sandeep Pradhan, Rohit Puri, Kannan Ramchandran
2003	A*	`conf`	A Distributed and Adaptive Signal Processing Approach to Reducing Energy Consumption in Sensor Networks. INFOCOM Jim Chou, Dragan Petrovic, Kannan Ramchandran
2003	—	`conf`	Audio data hiding with application to surround sound. ICASSP (2) Jim Chou, Kannan Ramchandran, Daniel Grobe Sachs, Douglas L. Jones
2003	—	`conf`	Distributed Sampling for Dense Sensor Networks: A "Bit-Conservation Principle". IPSN Prakash Ishwar, Animesh Kumar, Kannan Ramchandran
2003	J	`jnl`	Distributed source coding using syndromes (DISCUS): design and construction. IEEE Trans. Inf. Theory S. Sandeep Pradhan, Kannan Ramchandran
2003	—	`conf`	Dither-based secure image hashing using distributed coding. ICIP (2) Mark Johnson, Kannan Ramchandran
2003	J	`jnl`	Duality between source coding and channel coding and its extension to the side information case. IEEE Trans. Inf. Theory S. Sandeep Pradhan, Jim Chou, Kannan Ramchandran
2003	—	`conf`	Duality in Multi-user Source and Channel Coding. Advances in Network Information Theory S. Sandeep Pradhan, Kannan Ramchandran
2003	—	`conf`	Estimation error bounds for denoising by sparse approximation. ICIP (1) Alyson K. Fletcher, Kannan Ramchandran
2003	—	`conf`	High resolution acquisition methods for wideband communication systems. ICASSP (4) Irena Maravic, Martin Vetterli, Kannan Ramchandran
2003	J	`jnl`	Microarray image compression: SLOCO and the effect of information loss. Signal Process. Rebecka Jörnsten, Wei Wang, Bin Yu, Kannan Ramchandran
2003	—	`conf`	On Rate-Constrained Estimation in Unreliable Sensor Networks. IPSN Prakash Ishwar, Rohit Puri, S. Sandeep Pradhan, Kannan Ramchandran
2003	—	`conf`	On multivariate estimation by thresholding. ICIP (1) Alyson K. Fletcher, Vivek K. Goyal, Kannan Ramchandran
2003	—	`conf`	PRISM: a "reversed" multimedia coding paradigm. ICIP (1) Rohit Puri, Kannan Ramchandran
2003	—	`conf`	PRISM: an uplink-friendly multimedia coding paradigm. ICASSP (4) Rohit Puri, Kannan Ramchandran
2003	—	`conf`	Towards a theory for video coding using distributed compression principles. ICIP (2) Prakash Ishwar, Vinod M. Prabhakaran, Kannan Ramchandran
2003	B	`conf`	Turbo and Trellis-Based Constructions for Source Coding with Side Information. DCC Jim Chou, S. Sandeep Pradhan, Kannan Ramchandran
2002	—	`conf`	Compression of cDNA and inkjet microarray images. ICIP (3) Rebecka Jörnsten, Bin Yu, Wei Wang, Kannan Ramchandran
2002	Misc	`conf`	Connexions: DSP education for a networked world. ICASSP Richard G. Baraniuk, C. Sidney Burrus, B. M. Hendricks, G. L. Henry, Alfred O. Hero III, Don H. Johnson, Douglas L. Jones, Julius Kusuma, Robert D. Nowak, J. E. Odegard, Lee C. Potter, Kannan Ramchandran, R. J. Reedstrom, Philip Schniter, Ivan W. Selesnick, Douglas B. Williams, W. L. Wilson
2002	—	`conf`	Distributed multimedia transmission from multiple servers. ICIP (3) Abhik Majumdar, Rohit Puri, Kannan Ramchandran
2002	J	`jnl`	Efficient layered data transport over multicarrier systems using optimized embedded modulation. IEEE Trans. Commun. S. Sandeep Pradhan, Kannan Ramchandran
2002	J	`jnl`	Information-Theoretic Bounds on Target Recognition Performance Based on Degraded Image Data. IEEE Trans. Pattern Anal. Mach. Intell. Avinash Jain, Pierre Moulin, Michael I. Miller, Kannan Ramchandran
2002	J	`jnl`	Multicast and unicast real-time video streaming over wireless LANs. IEEE Trans. Circuits Syst. Video Technol. Abhik Majumdar, Daniel Grobe Sachs, Igor Kozintsev, Kannan Ramchandran, Minerva M. Yeung
2002	B	`conf`	On functional duality in MIMO source and channel coding problems having one-sided collaboration. ITW S. Sandeep Pradhan, Kannan Ramchandran
2002	—	`conf`	Rate-distortion efficient video transmission from multiple servers. ICME (2) Abhik Majumdar, Rohit Puri, Kannan Ramchandran
2002	—	`conf`	Robust turbo-based data hiding for image and video sources. ICIP (2) Jim Chou, Kannan Ramchandran
2002	—	`conf`	Robust turbo-based data hiding for image and video sources. ICME (2) Jim Chou, Kannan Ramchandran
2002	—	`conf`	Robust video multicast under rate and channel variability with applications to wireless LANs. ISCAS (1) Abhik Majumdar, Rohit Puri, Kannan Ramchandran, Igor Kozintsev
2002	—	`conf`	Turbo-coded trellis-based constructions for data hiding. Security and Watermarking of Multimedia Contents Jim Chou, Kannan Ramchandran, S. Sandeep Pradhan
2002	—	`conf`	Wavelet denoising by recursive cycle spinning. ICIP (2) Alyson K. Fletcher, Vivek K. Goyal, Kannan Ramchandran
2002	B	`conf`	n-Channel Multiple Descriptions: Theory and Constructions. DCC Rohit Puri, Kannan Ramchandran, S. Sandeep Pradhan
2001	J	`jnl`	An integrated source transcoding and congestion control paradigm for video streaming in the Internet. IEEE Trans. Multim. Rohit Puri, Kang-Won Lee, Kannan Ramchandran, Vaduvur Bharghavan
2001	J	`jnl`	Continuous error detection (CED) for reliable communication. IEEE Trans. Commun. Anand Raghavan, Kannan Ramchandran, Igor Kozintsev
2001	—	`conf`	Distributed compression for sensor networks. ICIP (1) Julius Kusuma, Lance Doherty, Kannan Ramchandran
2001	B	`conf`	Enhancing Analog Image Transmission Systems Using Digital Side Information: A New Wavelet-Based Image Coding Paradigm. Data Compression Conference S. Sandeep Pradhan, Kannan Ramchandran
2001	J	`jnl`	Forward error correction (FEC) codes based multiple description coding for internet video streaming and multicast. Signal Process. Image Commun. Rohit Puri, Kannan Ramchandran, Kang-Won Lee, Vaduvur Bharghavan
2001	—	`conf`	High Capacity Audio Data Hiding For Noisy Channels. ITCC Jim Chou, Kannan Ramchandran, Antonio Ortega
2001	B	`conf`	List Viterbi decoding with continuous error detection for magnetic recording. GLOBECOM Dragan Petrovic, Borivoje Nikolic, Kannan Ramchandran
2001	Misc	`conf`	Next generation techniques for robust and imperceptible audio data hiding. ICASSP Jim Chou, Kannan Ramchandran, Antonio Ortega
2001	J	`jnl`	Rate-distortion-optimal subband coding without perfect-reconstruction constraints. IEEE Trans. Signal Process. Mehmet Kivanç Mihçak, Pierre Moulin, Mihai Anitescu, Kannan Ramchandran
2001	J	`jnl`	Total System Energy Minimization for Wireless Image Transmission. J. VLSI Signal Process. Swaroop Appadwedula, Manish Goel, Naresh R. Shanbhag, Douglas L. Jones, Kannan Ramchandran
2000	A*	`conf`	A robust blind watermaking scheme based on distributed source coding principles. ACM Multimedia Jim Chou, S. Sandeep Pradhan, Kannan Ramchandran
2000	A*	`conf`	An Integrated Source Coding and Congestion Control Framework for Video Streaming in the Internet. INFOCOM Kang-Won Lee, Rohit Puri, Tae-Eun Kim, Kannan Ramchandran, Vaduvur Bharghavan
2000	—	`conf`	Application of Continuous Error Detection for Joint Equalization and Coding for ISI Channels. ICC (1) Anand Raghavan, Kannan Ramchandran
2000	J	`jnl`	Arithmetic coding-based continuous error detection for efficient ARQ-based image transmission. IEEE J. Sel. Areas Commun. Jim Chou, Kannan Ramchandran
2000	A	`conf`	Clustering Source/Channel Rate Allocations for Receiver-Driven Multicast under a Limited Number of Streams. IEEE International Conference on Multimedia and Expo (III) Philip A. Chou, Kannan Ramchandran
2000	J	`jnl`	Computationally efficient optimal power allocation algorithms for multicarrier communication systems. IEEE Trans. Commun. Brian S. Krongold, Kannan Ramchandran, Douglas L. Jones
2000	B	`conf`	Design and Analysis of a Forward-Adaptive Wavelet Image Coder. ICIP Mehmet Kivanç Mihçak, Anthony F. Docimo, Pierre Moulin, Kannan Ramchandran
2000	B	`conf`	Distributed Source Coding: Symmetric Rates and Applications to Sensor Networks. Data Compression Conference S. Sandeep Pradhan, Kannan Ramchandran
2000	J	`jnl`	Multiple description wavelet based image coding. IEEE Trans. Image Process. Sergio D. Servetto, Kannan Ramchandran, Vinay A. Vaishampayan, Klara Nahrstedt
2000	B	`conf`	On the Transmission of a Class of Hidden Markov Sources over Gaussian Channels with Applications to Image Communication. ICIP Igor Kozintsev, Kannan Ramchandran
2000	J	`jnl`	On the optimality of block orthogonal transforms for multiple description coding of Gaussian vector sources. IEEE Signal Process. Lett. S. Sandeep Pradhan, Kannan Ramchandran
2000	J	`jnl`	Optimal subband filter banks for multiple description coding. IEEE Trans. Inf. Theory Xuguang Yang, Kannan Ramchandran
2000	J	`jnl`	Scalable wavelet video coding using aliasing-reduced hierarchical motion compensation. IEEE Trans. Image Process. Xuguang Yang, Kannan Ramchandran
2000	Misc	`conf`	Stochastic wavelet-based image modeling using factor graphs and its application to denoising. ICASSP Shu Xiao, Igor Kozintsev, Kannan Ramchandran
2000	J	`jnl`	Theory of rate-distortion-optimal, constrained filterbanks-application to IIR and FIR biorthogonal designs. IEEE Trans. Signal Process. Pierre Moulin, Mihai Anitescu, Kannan Ramchandran
2000	B	`conf`	Watermarking Based on Duality with Distributed Source Coding and Robust Optimization Principles. ICIP Jim Chou, S. Sandeep Pradhan, Laurent El Ghaoui, Kannan Ramchandran
2000	B	`conf`	Wireless Image Transmission Using Multiple-Description Based Concatenated Codes. Data Compression Conference Daniel Grobe Sachs, Anand Raghavan, Kannan Ramchandran
1999	B	`conf`	A General Joint Source-Channel Matching Method for Wireless Video Transmission. Data Compression Conference Leiming Qian, Douglas L. Jones, Kannan Ramchandran, Swaroop Appadwedula
1999	J	`jnl`	A comparative study of DCT- and wavelet-based image coding. IEEE Trans. Circuits Syst. Video Technol. Zixiang Xiong, Kannan Ramchandran, Michael T. Orchard, Ya-Qin Zhang
1999	J	`jnl`	A low-complexity region-based video coder using backward morphological motion field segmentation. IEEE Trans. Image Process. Xuguang Yang, Kannan Ramchandran
1999	J	`jnl`	An integrated framework for adaptive subband image coding. IEEE Trans. Signal Process. Vladimir Pavlovic, Pierre Moulin, Kannan Ramchandran
1999	B	`conf`	Distributed Source Coding Using Syndromes (DISCUS): Design and Construction. Data Compression Conference S. Sandeep Pradhan, Kannan Ramchandran
1999	J	`jnl`	Frequency-shift-invariant orthonormal wavelet packet representations. IEEE Trans. Signal Process. Brian S. Krongold, Kannan Ramchandran, Douglas L. Jones
1999	J	`jnl`	Image coding based on a morphological representation of wavelet data. IEEE Trans. Image Process. Sergio D. Servetto, Kannan Ramchandran, Michael T. Orchard
1999	J	`jnl`	Inverse halftoning using wavelets. IEEE Trans. Image Process. Zixiang Xiong, Michael T. Orchard, Kannan Ramchandran
1999	J	`jnl`	Low-complexity image denoising based on statistical modeling of wavelet coefficients. IEEE Signal Process. Lett. Mehmet Kivanç Mihçak, Igor Kozintsev, Kannan Ramchandran, Pierre Moulin
1999	Misc	`conf`	Spatially adaptive statistical modeling of wavelet image coefficients and its application to denoising. ICASSP Mehmet Kivanç Mihçak, Igor Kozintsev, Kannan Ramchandran
1998	J	`jnl`	A Region-Based Representation of Images in MARS. J. VLSI Signal Process. Sergio D. Servetto, Yong Rui, Kannan Ramchandran, Thomas S. Huang
1998	—	`conf`	A Simple Algorithm for Removing Blocking Artifacts in Block-Transform Coded Images. ICIP (1) Jim Chou, Matthew S. Crouse, Kannan Ramchandran
1998	J	`jnl`	A simple algorithm for removing blocking artifacts in block-transform coded images. IEEE Signal Process. Lett. Jim Chou, Matthew S. Crouse, Kannan Ramchandran
1998	—	`conf`	Adaptive Wavelet Packet Image Coding using an Estimation-Quantization Framework. ICIP (1) Mehmet Kivanç Mihçak, Kannan Ramchandran, Pierre Moulin
1998	—	`conf`	An Optimal and Efficient Soft Caching Algorithm for Network Image Retrieval. ICIP (3) Xuguang Yang, Kannan Ramchandran
1998	J	`jnl`	An investigation of wavelet-based image coding using an entropy-constrained quantization framework. IEEE Trans. Signal Process. Kannan Ramchandran, Michael T. Orchard
1998	—	`conf`	Capacity Issues in Digital Image Watermarking. ICIP (1) Sergio D. Servetto, Christine Podilchuk, Kannan Ramchandran
1998	—	`conf`	Computationally efficient optimal power allocation algorithm for multicarrier communication systems. ICC Brian S. Krongold, Kannan Ramchandran, Douglas L. Jones
1998	C	`conf`	Efficient wireless image transmission under a total power constraint. MMSP Swaroop Appadwedula, Manish Goel, Douglas L. Jones, Kannan Ramchandran, Naresh R. Shanbhag
1998	J	`jnl`	From Rate-distortion Theory To Commercial Image and Video Compression Technology. IEEE Signal Process. Mag. Antonio Ortega, Kannan Ramchandran
1998	B	`conf`	Image Transmission Using Arithmetic Coding Based Continuous Error Detection. Data Compression Conference Igor Kozintsev, Jim Chou, Kannan Ramchandran
1998	C	`conf`	Implementation of optimized cache replenishment algorithms in a soft caching system. MMSP Jussi Kangasharju, Young Gap Kwon, Antonio Ortega, Xuguang Yang, Kannan Ramchandran
1998	B	`conf`	Joint Source Channel Matching for a Wireless Communications Link. Data Compression Conference Swaroop Appadwedula, Douglas L. Jones, Kannan Ramchandran, Igor Kozintsev
1998	—	`conf`	Joint Source Channel Matching for a Wireless Image Transmission. ICIP (2) Swaroop Appadwedula, Douglas L. Jones, Kannan Ramchandran, Leiming Qian
1998	C	`conf`	Joint source channel coding with hybrid FEC/ARQ for buffer constrained video transmission. MMSP Rohit Puri, Kannan Ramchandran, Antonio Ortega
1998	—	`conf`	Joint source channel matching for a wireless communications link. ICC Swaroop Appadwedula, Douglas L. Jones, Kannan Ramchandran, Igor Konzintsev
1998	—	`conf`	Multiple-Description Wavelet based Image Coding. ICIP (1) Sergio D. Servetto, Kannan Ramchandran, Vinay A. Vaishampayan, Klara Nahrstedt
1998	—	`conf`	Optimal Multiple Description Subband Coding. ICIP (1) Xuguang Yang, Kannan Ramchandran
1998	—	`conf`	Optimized embedded multicarrier modulation for efficient delivery of layered video data. ICC S. Sandeep Pradhan, Kannan Ramchandran
1998	J	`jnl`	Rate-distortion methods for image and video compression. IEEE Signal Process. Mag. Antonio Ortega, Kannan Ramchandran
1998	J	`jnl`	Robust image transmission over energy-constrained time-varying channels using multiresolution joint source-channel coding. IEEE Trans. Signal Process. Igor Kozintsev, Kannan Ramchandran
1998	J	`jnl`	Wavelet packet image coding using space-frequency quantization. IEEE Trans. Image Process. Zixiang Xiong, Kannan Ramchandran, Michael T. Orchard
1997	—	`conf`	A Binary Markov Model for the Quantized Wavelet Coefficients of Images and Its Rate/Distortion Optimization. ICIP (3) Sergio D. Servetto, Joseph M. Rosenblatt, Kannan Ramchandran
1997	—	`conf`	A Hybrid Compressed-Uncompressed Framework for Wireless Image Transmission. ICIP (2) Igor Kozintsev, Kannan Ramchandran
1997	C	`conf`	A successively refinable wavelet-based representation for content-based image retrieval. MMSP Sergio D. Servetto, Kannan Ramchandran, Thomas S. Huang
1997	—	`conf`	Efficient Terrain Data Representation for 3D Rendering Using the Generalized BFOS Algorithm. ICIP (1) Scott P. Oswald, Kannan Ramchandran, Thomas S. Huang
1997	—	`conf`	Efficient layered video delivery over multicarrier systems using optimized embedded modulation. ICIP (3) S. Sandeep Pradhan, Kannan Ramchandran
1997	J	`jnl`	Flexible tree-structured signal expansions using time-varying wavelet packets. IEEE Trans. Signal Process. Zixiang Xiong, Kannan Ramchandran, Cormac Herley, Michael T. Orchard
1997	—	`conf`	Frequency-Shift-Invariant Orthonormal Wavelet Packet Representations. ICIP (1) Brian S. Krongold, Kannan Ramchandran, Douglas L. Jones
1997	—	`conf`	Hierarchical Backward Motion Compensation for Wavelet Video Coding Using Optimized Interpolation Filters. ICIP (1) Xuguang Yang, Kannan Ramchandran
1997	B	`conf`	Image Coding Based on Mixture Modeling of Wavelet Coefficients and a Fast Estimation-Quantization Framework. Data Compression Conference Scott M. LePresto, Kannan Ramchandran, Michael T. Orchard
1997	J	`jnl`	Joint space-frequency segmentation using balanced wavelet packet trees for least-cost image representation. IEEE Trans. Image Process. Cormac Herley, Zixiang Xiong, Kannan Ramchandran, Michael T. Orchard
1997	J	`jnl`	Joint thresholding and quantizer selection for transform image coding: entropy-constrained analysis and applications to baseline JPEG. IEEE Trans. Image Process. Matthew S. Crouse, Kannan Ramchandran
1997	—	`conf`	Optimal Segmentation of a VBR Source for its Parallel Transmission over Multiple ATM Connections. ICIP (2) Sergio D. Servetto, Kannan Ramchandran, Klara Nahrstedt, Antonio Ortega
1997	J	`jnl`	Space-frequency quantization for wavelet image coding. IEEE Trans. Image Process. Zixiang Xiong, Kannan Ramchandran, Michael T. Orchard
1997	Misc	`conf`	Spread spectrum interference suppression using adaptive time-frequency tilings. ICASSP Brian S. Krongold, Michael L. Kramer, Kannan Ramchandran, Douglas L. Jones
1997	—	`conf`	Wavelet-based approach to inverse halftoning. Color Imaging: Device-Independent Color, Color Hard Copy, and Graphic Arts Zixiang Xiong, Michael T. Orchard, Kannan Ramchandran
1996	—	`conf`	A low-complexity region-based video compression framework using morphology. ICIP (2) Xuguang Yang, Kannan Ramchandran
1996	Misc	`conf`	A novel hybrid technique for discrete rate-distortion optimization with applications to fast codebook search for SVQ. ICASSP Youngjun Yoo, Antonio Ortega, Kannan Ramchandran
1996	J	`jnl`	Adaptive transforms for image coding using spatially varying wavelet packets. IEEE Trans. Image Process. Kannan Ramchandran, Zixiang Xiong, Kohtaro Asai, Martin Vetterli
1996	—	`conf`	Inverse halftoning using wavelets. ICIP (1) Zixiang Xiong, Michael T. Orchard, Kannan Ramchandran
1996	B	`conf`	Morphological Motion Field Representation for Region-Based Image Sequence Coding. Data Compression Conference Xuguang Yang, Kannan Ramchandran
1996	—	`conf`	Multimedia Analysis and Retrieval System (MARS) Project. Data Processing Clinic Thomas S. Huang, Sharad Mehrotra, Kannan Ramchandran
1996	Misc	`conf`	Multiresolution joint source-channel coding using embedded constellations for power-constrained time-varying channels. ICASSP Igor Kozintsev, Kannan Ramchandran
1996	J	`jnl`	Optimal supports for linear predictive models. IEEE Trans. Signal Process. Rajesh Rajagopalan, Michael T. Orchard, Kannan Ramchandran
1996	—	`conf`	Transform image coding based on joint adaptation of filter banks and tree structures. ICIP (2) Pierre Moulin, Kannan Ramchandran, Vladimir Pavlovic
1996	J	`jnl`	Wavelets, subband coding, and best bases. Proc. IEEE Kannan Ramchandran, Martin Vetterli, Cormac Herley
1995	Misc	`conf`	An efficient algorithm to find a jointly optimal time-frequency segmentation using time-varying filter banks. ICASSP Cormac Herley, Zixiang Xiong, Kannan Ramchandran, Michael T. Orchard
1995	B	`conf`	JPEG Optimization Entropy-Constrained Quantization Framework. Data Compression Conference Matthew S. Crouse, Kannan Ramchandran
1995	Misc	`conf`	Joint thresholding and quantizer selection for decoder-compatible baseline JPEG. ICASSP Matthew S. Crouse, Kannan Ramchandran
1995	Misc	`conf`	Morphological representation of wavelet data for image coding. ICASSP Sergio D. Servetto, Kannan Ramchandran, Michael T. Orchard
1995	B	`conf`	Nonlinear constrained least squares estimation to reduce artifacts in block transform-coded images. ICIP Matthew S. Crouse, Kannan Ramchandran
1995	B	`conf`	Space-frequency quantization for a space-varying wavelet packet image coder. ICIP Zixiang Xiong, Cormac Herley, Kannan Ramchandran, Michael T. Orchard
1995	B	`conf`	Wavelet based image coding via morphological prediction of significance. ICIP Sergio D. Servetto, Kannan Ramchandran, Michael T. Orchard
1994	B	`conf`	An Investigation of Wavelet-Based Image Coding Using an Entropy-Constrained Quantization Framework. Data Compression Conference Michael T. Orchard, Kannan Ramchandran
1994	J	`jnl`	Bit allocation for dependent quantization with applications to multiresolution and MPEG video coders. IEEE Trans. Image Process. Kannan Ramchandran, Antonio Ortega, Martin Vetterli
1994	—	`conf`	Optimal Supports for Linear Predictive Models. ICIP (1) Rajesh Rajagopalan, Michael T. Orchard, Kannan Ramchandran, Dilip Krishnaswamy
1994	J	`jnl`	Optimal trellis-based buffered compression and fast approximations. IEEE Trans. Image Process. Antonio Ortega, Kannan Ramchandran, Martin Vetterli
1994	J	`jnl`	Rate-distortion optimal fast thresholding with complete JPEG/MPEG decoder compatibility. IEEE Trans. Image Process. Kannan Ramchandran, Martin Vetterli
1994	B	`conf`	Syntax-Constrained Encoder Optimization Using Adaptive Quantization Thresholding for JPEG/MPEG Coders. Data Compression Conference Kannan Ramchandran, Martin Vetterli
1994	—	`conf`	Wavelet Packets-Based Image Coding Using Joint Space-frequency Quantization. ICIP (3) Zixiang Xiong, Kannan Ramchandran, Michael T. Orchard, Kohtaro Asai
1993	J	`jnl`	Best wavelet packet bases in a rate-distortion sense. IEEE Trans. Image Process. Kannan Ramchandran, Martin Vetterli
1993	—	`conf`	Bit allocation for dependent quantization with applications to MPEG video coders. ICASSP (5) Kannan Ramchandran, Antonio Ortega, Martin Vetterli
1993	J	`jnl`	Multiresolution Broadcast for Digital HDTV Using Joint Source/Channel Coding. IEEE J. Sel. Areas Commun. Kannan Ramchandran, Antonio Ortega, Kamil Metin Uz, Martin Vetterli
1993	J	`jnl`	Tilings of the time-frequency plane: construction of arbitrary orthogonal bases and fast tiling algorithms. IEEE Trans. Signal Process. Cormac Herley, Jelena Kovacevic, Kannan Ramchandran, Martin Vetterli
1993	—	`conf`	Time-varying orthonormal tilings of the time-frequency plane. ICASSP (3) Cormac Herley, Jelena Kovacevic, Kannan Ramchandran, Martin Vetterli
1992	J	`jnl`	Combined multiresolution source coding and modulation for digital broadcast of HDTV. Signal Process. Image Commun. Kamil Metin Uz, Kannan Ramchandran, Martin Vetterli