Alexandros G. Dimakis

307 papers A* 33A 5B 32C 1Misc 5Journal 191Unranked 40

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	EvoX: Meta-Evolution for Automated Discovery. CoRR Shu Liu, Shubham Agarwal, Monishwaran Maheswaran, Mert Cemri, Zhifei Li, Qiuyang Mang, Ashwin Naren, Ethan Boneh, Audrey Cheng, Melissa Z. Pan, Alexander Du, Kurt Keutzer, Alexandros G. Dimakis, Koushik Sen, Matei Zaharia, Ion Stoica
2025	A	`conf`	Bilingual Speakers Exhibit Cognitive Fatigue: A Speech Disfluencies Case Study on Research Talks. INTERSPEECH Ashwin Ram, Marisol Muñoz, Zoi Gkalitsiou, Alexandros G. Dimakis
2025	J	`jnl`	GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning. CoRR Lakshya A. Agrawal, Shangyin Tan, Dilara Soylu, Noah Ziems, Rishi Khare, Krista Opsahl-Ong, Arnav Singhvi, Herumb Shandilya, Michael J. Ryan, Meng Jiang, Christopher Potts, Koushik Sen, Alexandros G. Dimakis, Ion Stoica, Daniel Klein, Matei Zaharia, Omar Khattab
2025	J	`jnl`	Geometric Median Matching for Robust k-Subset Selection from Noisy Data. CoRR Anish Acharya, Sujay Sanghavi, Alexandros G. Dimakis, Inderjit S. Dhillon
2025	J	`jnl`	Guest Editorial: Rethinking the Information Identification, Representation, and Transmission Pipeline: New Approaches to Data Compression and Communication. IEEE J. Sel. Areas Commun. Jun Chen, Alexandros G. Dimakis, Yong Fang, Ashish Khisti, Ayfer Özgür, Nir Shlezinger
2025	J	`jnl`	How to Train Your Advisor: Steering Black-Box LLMs with Advisor Models. CoRR Parth Asawa, Alan Zhu, Matei Zaharia, Alexandros G. Dimakis, Joseph E. Gonzalez
2025	J	`jnl`	Large Language Models as Realistic Microservice Trace Generators. CoRR Donghyun Kim, Sriram Ravula, Taemin Ha, Alexandros G. Dimakis, Daehyeok Kim, Aditya Akella
2025	J	`jnl`	OpenThoughts: Data Recipes for Reasoning Models. CoRR Etash Kumar Guha, Ryan Marten, Sedrick Keh, Negin Raoof, Georgios Smyrnis, Hritik Bansal, Marianna Nezhurina, Jean Mercat, Trung Vu, Zayne Sprague, Ashima Suvarna, Benjamin Feuer, Liangyu Chen, Zaid Khan, Eric Frankel, Sachin Grover, Caroline Choi, Niklas Muennighoff, Shiye Su, Wanjia Zhao, John Yang, Shreyas Pimpalgaonkar, Kartik Sharma, Charlie Cheng-Jie Ji, Yichuan Deng, Sarah M. Pratt, Vivek Ramanujan, Jon Saad-Falcon, Jeffrey Li, Achal Dave, Alon Albalak, Kushal Arora, Blake Wulfe, Chinmay Hegde, Greg Durrett, Sewoong Oh, Mohit Bansal, Saadia Gabriel, Aditya Grover, Kai-Wei Chang, Vaishaal Shankar, Aaron Gokaslan, Mike A. Merrill, Tatsunori Hashimoto, Yejin Choi, Jenia Jitsev, Reinhard Heckel, Maheswaran Sathiamoorthy, Alexandros G. Dimakis, Ludwig Schmidt
2024	J	`jnl`	A Survey on Diffusion Models for Inverse Problems. CoRR Giannis Daras, Hyungjin Chung, Chieh-Hsin Lai, Yuki Mitsufuji, Jong Chul Ye, Peyman Milanfar, Alexandros G. Dimakis, Mauricio Delbracio
2024	J	`jnl`	Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models trained on Corrupted Data. CoRR Asad Aali, Giannis Daras, Brett Levac, Sidharth Kumar, Alexandros G. Dimakis, Jonathan I. Tamir
2024	J	`jnl`	Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data. CoRR Giannis Daras, Alexandros G. Dimakis, Constantinos Daskalakis
2024	J	`jnl`	DataComp-LM: In search of the next generation of training sets for language models. CoRR Jeffrey Li, Alex Fang, Georgios Smyrnis, Maor Ivgi, Matt Jordan, Samir Yitzhak Gadre, Hritik Bansal, Etash Kumar Guha, Sedrick Keh, Kushal Arora, Saurabh Garg, Rui Xin, Niklas Muennighoff, Reinhard Heckel, Jean Mercat, Mayee F. Chen, Suchin Gururangan, Mitchell Wortsman, Alon Albalak, Yonatan Bitton, Marianna Nezhurina, Amro Abbas, Cheng-Yu Hsieh, Dhruba Ghosh, Josh Gardner, Maciej Kilian, Hanlin Zhang, Rulin Shao, Sarah M. Pratt, Sunny Sanyal, Gabriel Ilharco, Giannis Daras, Kalyani Marathe, Aaron Gokaslan, Jieyu Zhang, Khyathi Raghavi Chandu, Thao Nguyen, Igor Vasiljevic, Sham M. Kakade, Shuran Song, Sujay Sanghavi, Fartash Faghri, Sewoong Oh, Luke Zettlemoyer, Kyle Lo, Alaaeldin El-Nouby, Hadi Pouransari, Alexander Toshev, Stephanie Wang, Dirk Groeneveld, Luca Soldaini, Pang Wei Koh, Jenia Jitsev, Thomas Kollar, Alexandros G. Dimakis, Yair Carmon, Achal Dave, Ludwig Schmidt, Vaishaal Shankar
2024	J	`jnl`	Institute for Foundations of Machine Learning (IFML): Advancing AI systems that will transform our world. AI Mag. Adam R. Klivans, Alexandros G. Dimakis, Kristen Grauman, Jonathan I. Tamir, Daniel Jesus Diaz, Karen Davidson
2024	J	`jnl`	Language models scale reliably with over-training and on downstream tasks. CoRR Samir Yitzhak Gadre, Georgios Smyrnis, Vaishaal Shankar, Suchin Gururangan, Mitchell Wortsman, Rulin Shao, Jean Mercat, Alex Fang, Jeffrey Li, Sedrick Keh, Rui Xin, Marianna Nezhurina, Igor Vasiljevic, Jenia Jitsev, Alexandros G. Dimakis, Gabriel Ilharco, Shuran Song, Thomas Kollar, Yair Carmon, Achal Dave, Reinhard Heckel, Niklas Muennighoff, Ludwig Schmidt
2024	J	`jnl`	Neural Distributed Source Coding. IEEE J. Sel. Areas Inf. Theory Jay Whang, Alliot Nagle, Anish Acharya, Hyeji Kim, Alexandros G. Dimakis
2024	J	`jnl`	Pre-training Small Base LMs with Fewer Tokens. CoRR Sunny Sanyal, Sujay Sanghavi, Alexandros G. Dimakis
2024	—	`conf`	Self-Supervised Speech Models For Word-Level Stuttered Speech Detection. SLT Yi-Jen Shih, Zoi Gkalitsiou, Alexandros G. Dimakis, David Harwath
2024	J	`jnl`	Self-supervised Speech Models for Word-Level Stuttered Speech Detection. CoRR Yi-Jen Shih, Zoi Gkalitsiou, Alexandros G. Dimakis, David Harwath
2024	J	`jnl`	Which questions should I answer? Salience Prediction of Inquisitive Questions. CoRR Yating Wu, Ritika Mangla, Alexandros G. Dimakis, Greg Durrett, Junyi Jessy Li
2023	J	`jnl`	Ambient Diffusion: Learning Clean Distributions from Corrupted Data. CoRR Giannis Daras, Kulin Shah, Yuval Dagan, Aravind Gollakota, Alexandros G. Dimakis, Adam R. Klivans
2023	J	`jnl`	Consistent Diffusion Models: Mitigating Sampling Drift by Learning to be Consistent. CoRR Giannis Daras, Yuval Dagan, Alexandros G. Dimakis, Constantinos Daskalakis
2023	J	`jnl`	Model-Based Deep Learning. Proc. IEEE Nir Shlezinger, Jay Whang, Yonina C. Eldar, Alexandros G. Dimakis
2023	A	`conf`	One-Dimensional Deep Image Prior for Curve Fitting of S-Parameters from Electromagnetic Solvers. ICCAD Sriram Ravula, Varun Gorti, Bo Deng, Swagato Chakraborty, James Pingenot, Bhyrav Mutnury, Douglas Wallace, Douglas Winterberg, Adam R. Klivans, Alexandros G. Dimakis
2023	J	`jnl`	One-Dimensional Deep Image Prior for Curve Fitting of S-Parameters from Electromagnetic Solvers. CoRR Sriram Ravula, Varun Gorti, Bo Deng, Swagato Chakraborty, James Pingenot, Bhyrav Mutnury, Douglas Wallace, Douglas Winterberg, Adam R. Klivans, Alexandros G. Dimakis
2023	J	`jnl`	Optimizing Sampling Patterns for Compressed Sensing MRI with Diffusion Generative Models. CoRR Sriram Ravula, Brett Levac, Ajil Jalal, Jonathan I. Tamir, Alexandros G. Dimakis
2023	J	`jnl`	Restoration-Degradation Beyond Linear Diffusions: A Non-Asymptotic Analysis For DDIM-Type Samplers. CoRR Sitan Chen, Giannis Daras, Alexandros G. Dimakis
2023	J	`jnl`	Solving Linear Inverse Problems Provably via Posterior Sampling with Latent Diffusion Models. CoRR Litu Rout, Negin Raoof, Giannis Daras, Constantine Caramanis, Alexandros G. Dimakis, Sanjay Shakkottai
2022	A*	`conf`	Deblurring via Stochastic Refinement. CVPR Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar
2022	J	`jnl`	Discovering the Hidden Vocabulary of DALLE-2. CoRR Giannis Daras, Alexandros G. Dimakis
2022	J	`jnl`	Multiresolution Textual Inversion. CoRR Giannis Daras, Alexandros G. Dimakis
2022	J	`jnl`	Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve. CoRR Giannis Daras, Negin Raoof, Zoi Gkalitsiou, Alexandros G. Dimakis
2022	—	`conf`	One-dimensional Deep Image Prior for Time Series Inverse Problems. IEEECONF Sriram Ravula, Alexandros G. Dimakis
2022	J	`jnl`	Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problems. CoRR Giannis Daras, Yuval Dagan, Alexandros G. Dimakis, Constantinos Daskalakis
2022	J	`jnl`	Soft Diffusion: Score Matching for General Corruptions. CoRR Giannis Daras, Mauricio Delbracio, Hossein Talebi, Alexandros G. Dimakis, Peyman Milanfar
2022	J	`jnl`	Zonotope Domains for Lagrangian Neural Network Verification. CoRR Matt Jordan, Jonathan Hayase, Alexandros G. Dimakis, Sewoong Oh
2021	J	`jnl`	Deblurring via Stochastic Refinement. CoRR Jay Whang, Mauricio Delbracio, Hossein Talebi, Chitwan Saharia, Alexandros G. Dimakis, Peyman Milanfar
2021	J	`jnl`	Fairness for Image Generation with Uncertain Sensitive Attributes. CoRR Ajil Jalal, Sushrut Karmalkar, Jessica Hoffmann, Alexandros G. Dimakis, Eric Price
2021	J	`jnl`	High Dimensional Channel Estimation Using Deep Generative Networks. IEEE J. Sel. Areas Commun. Eren Balevi, Akash S. Doshi, Ajil Jalal, Alexandros G. Dimakis, Jeffrey G. Andrews
2021	J	`jnl`	Instance-Optimal Compressed Sensing via Posterior Sampling. CoRR Ajil Jalal, Sushrut Karmalkar, Alexandros G. Dimakis, Eric Price
2021	J	`jnl`	Intermediate Layer Optimization for Inverse Problems using Deep Generative Models. CoRR Giannis Daras, Joseph Dean, Ajil Jalal, Alexandros G. Dimakis
2021	A*	`conf`	Inverse Problems Leveraging Pre-trained Contrastive Representations. NeurIPS Sriram Ravula, Georgios Smyrnis, Matt Jordan, Alexandros G. Dimakis
2021	J	`jnl`	Inverse Problems Leveraging Pre-trained Contrastive Representations. CoRR Sriram Ravula, Georgios Smyrnis, Matt Jordan, Alexandros G. Dimakis
2021	J	`jnl`	Neural Distributed Source Coding. CoRR Jay Whang, Anish Acharya, Hyeji Kim, Alexandros G. Dimakis
2021	J	`jnl`	Provable Lipschitz Certification for Generative Models. CoRR Matt Jordan, Alexandros G. Dimakis
2021	A*	`conf`	Robust Compressed Sensing MRI with Deep Generative Priors. NeurIPS Ajil Jalal, Marius Arvinte, Giannis Daras, Eric Price, Alexandros G. Dimakis, Jonathan I. Tamir
2021	J	`jnl`	Robust Compressed Sensing MRI with Deep Generative Priors. CoRR Ajil Jalal, Marius Arvinte, Giannis Daras, Eric Price, Alexandros G. Dimakis, Jonathan I. Tamir
2021	J	`jnl`	Solving Inverse Problems with NerfGANs. CoRR Giannis Daras, Wen-Sheng Chu, Abhishek Kumar, Dmitry Lagun, Alexandros G. Dimakis
2020	Misc	`conf`	Adversarial Video Compression Guided by Soft Edge Detection. ICASSP Sungsoo Kim, Jin Soo Park, Christos G. Bampis, Jaeseong Lee, Mia K. Markey, Alexandros G. Dimakis, Alan C. Bovik
2020	A*	`conf`	Applications of Common Entropy for Causal Inference. NeurIPS Murat Kocaoglu, Sanjay Shakkottai, Alexandros G. Dimakis, Constantine Caramanis, Sriram Vishwanath
2020	J	`jnl`	Compressed Sensing with Invertible Generative Models and Dependent Noise. CoRR Jay Whang, Qi Lei, Alexandros G. Dimakis
2020	J	`jnl`	Conditional Sampling from Invertible Generative Models with Applications to Inverse Problems. CoRR Erik M. Lindgren, Jay Whang, Alexandros G. Dimakis
2020	J	`jnl`	Deep Learning Techniques for Inverse Problems in Imaging. CoRR Gregory Ongie, Ajil Jalal, Christopher A. Metzler, Richard G. Baraniuk, Alexandros G. Dimakis, Rebecca Willett
2020	J	`jnl`	Deep Learning Techniques for Inverse Problems in Imaging. IEEE J. Sel. Areas Inf. Theory Gregory Ongie, Ajil Jalal, Christopher A. Metzler, Richard G. Baraniuk, Alexandros G. Dimakis, Rebecca Willett
2020	A*	`conf`	Exactly Computing the Local Lipschitz Constant of ReLU Networks. NeurIPS Matt Jordan, Alexandros G. Dimakis
2020	J	`jnl`	Exactly Computing the Local Lipschitz Constant of ReLU Networks. CoRR Matt Jordan, Alexandros G. Dimakis
2020	J	`jnl`	Gradient Coding From Cyclic MDS Codes and Expander Graphs. IEEE Trans. Inf. Theory Netanel Raviv, Itzhak Tamo, Rashish Tandon, Alexandros G. Dimakis
2020	J	`jnl`	Model-Based Deep Learning. CoRR Nir Shlezinger, Jay Whang, Yonina C. Eldar, Alexandros G. Dimakis
2020	J	`jnl`	Robust compressed sensing of generative models. CoRR Ajil Jalal, Liu Liu, Alexandros G. Dimakis, Constantine Caramanis
2020	A*	`conf`	Robust compressed sensing using generative models. NeurIPS Ajil Jalal, Liu Liu, Alexandros G. Dimakis, Constantine Caramanis
2020	A*	`conf`	SMYRF - Efficient Attention using Asymmetric Clustering. NeurIPS Giannis Daras, Nikita Kitaev, Augustus Odena, Alexandros G. Dimakis
2020	J	`jnl`	SMYRF: Efficient Attention using Asymmetric Clustering. CoRR Giannis Daras, Nikita Kitaev, Augustus Odena, Alexandros G. Dimakis
2020	A*	`conf`	Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models. CVPR Giannis Daras, Augustus Odena, Han Zhang, Alexandros G. Dimakis
2019	J	`jnl`	Communication-Efficient Asynchronous Stochastic Frank-Wolfe over Nuclear-norm Balls. CoRR Jiacheng Zhuo, Qi Lei, Alexandros G. Dimakis, Constantine Caramanis
2019	A*	`conf`	Inverting Deep Generative models, One layer at a time. NeurIPS Qi Lei, Ajil Jalal, Inderjit S. Dhillon, Alexandros G. Dimakis
2019	J	`jnl`	Inverting Deep Generative models, One layer at a time. CoRR Qi Lei, Ajil Jalal, Inderjit S. Dhillon, Alexandros G. Dimakis
2019	A*	`conf`	Learning Distributions Generated by One-Layer ReLU Networks. NeurIPS Shanshan Wu, Alexandros G. Dimakis, Sujay Sanghavi
2019	J	`jnl`	Learning Distributions Generated by One-Layer ReLU Networks. CoRR Shanshan Wu, Alexandros G. Dimakis, Sujay Sanghavi
2019	J	`jnl`	One-dimensional Deep Image Prior for Time Series Inverse Problems. CoRR Sriram Ravula, Alexandros G. Dimakis
2019	J	`jnl`	Primal-Dual Block Frank-Wolfe. CoRR Qi Lei, Jiacheng Zhuo, Constantine Caramanis, Inderjit S. Dhillon, Alexandros G. Dimakis
2019	A*	`conf`	Primal-Dual Block Generalized Frank-Wolfe. NeurIPS Qi Lei, Jiacheng Zhuo, Constantine Caramanis, Inderjit S. Dhillon, Alexandros G. Dimakis
2019	A*	`conf`	Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes. NeurIPS Matt Jordan, Justin Lewis, Alexandros G. Dimakis
2019	J	`jnl`	Provable Certificates for Adversarial Examples: Fitting a Ball in the Union of Polytopes. CoRR Matt Jordan, Justin Lewis, Alexandros G. Dimakis
2019	J	`jnl`	Quantifying Perceptual Distortion of Adversarial Examples. CoRR Matt Jordan, Naren Manoj, Surbhi Goel, Alexandros G. Dimakis
2019	J	`jnl`	SGD Learns One-Layer Networks in WGANs. CoRR Qi Lei, Jason D. Lee, Alexandros G. Dimakis, Constantinos Daskalakis
2019	A*	`conf`	Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models. NeurIPS Shanshan Wu, Sujay Sanghavi, Alexandros G. Dimakis
2019	J	`jnl`	SysML: The New Frontier of Machine Learning Systems. CoRR Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Eric S. Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros G. Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim M. Hazelwood, Furong Huang, Martin Jaggi, Kevin Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konecný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Gordon Murray, Dimitris S. Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan Randall Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric P. Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar
2019	J	`jnl`	Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models. CoRR Giannis Daras, Augustus Odena, Han Zhang, Alexandros G. Dimakis
2018	J	`jnl`	Adversarial Video Compression Guided by Soft Edge Detection. CoRR Sungsoo Kim, Jin Soo Park, Christos G. Bampis, Jaeseong Lee, Mia K. Markey, Alexandros G. Dimakis, Alan C. Bovik
2018	—	`conf`	AmbientGAN: Generative models from lossy measurements. ICLR Ashish Bora, Eric Price, Alexandros G. Dimakis
2018	—	`conf`	CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training. ICLR (Poster) Murat Kocaoglu, Christopher Snyder, Alexandros G. Dimakis, Sriram Vishwanath
2018	J	`jnl`	Compressed Sensing with Deep Image Prior and Learned Regularization. CoRR David Van Veen, Ajil Jalal, Eric Price, Sriram Vishwanath, Alexandros G. Dimakis
2018	J	`jnl`	Discrete Attacks and Submodular Optimization with Applications to Text Classification. CoRR Qi Lei, Lingfei Wu, Pin-Yu Chen, Alexandros G. Dimakis, Inderjit S. Dhillon, Michael Witbrock
2018	J	`jnl`	Entropic Latent Variable Discovery. CoRR Murat Kocaoglu, Sanjay Shakkottai, Alexandros G. Dimakis, Constantine Caramanis, Sriram Vishwanath
2018	A*	`conf`	Experimental Design for Cost-Aware Learning of Causal Graphs. NeurIPS Erik M. Lindgren, Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath
2018	J	`jnl`	Experimental Design for Cost-Aware Learning of Causal Graphs. CoRR Erik M. Lindgren, Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath
2018	J	`jnl`	From Centralized to Decentralized Coded Caching. CoRR Yitao Chen, Karthikeyan Shanmugam, Alexandros G. Dimakis
2018	J	`jnl`	Sparse Logistic Regression Learns All Discrete Pairwise Graphical Models. CoRR Shanshan Wu, Sujay Sanghavi, Alexandros G. Dimakis
2018	J	`jnl`	The Sparse Recovery Autoencoder. CoRR Shanshan Wu, Alexandros G. Dimakis, Sujay Sanghavi, Felix X. Yu, Daniel Niels Holtmann-Rice, Dmitry Storcheus, Afshin Rostamizadeh, Sanjiv Kumar
2017	Misc	`conf`	A unified Ruzsa-Szemerédi framework for finite-length coded caching. ACSSC Karthikeyan Shanmugam, Alexandros G. Dimakis, Jaime Llorca, Antonia M. Tulino
2017	J	`jnl`	Causal Best Intervention Identification via Importance Sampling. CoRR Rajat Sen, Karthikeyan Shanmugam, Alexandros G. Dimakis, Sanjay Shakkottai
2017	J	`jnl`	CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training. CoRR Murat Kocaoglu, Christopher Snyder, Alexandros G. Dimakis, Sriram Vishwanath
2017	J	`jnl`	Coded Caching with Linear Subpacketization is Possible using Ruzsa-Szeméredi Graphs. CoRR Karthikeyan Shanmugam, Antonia M. Tulino, Alexandros G. Dimakis
2017	B	`conf`	Coded caching with linear subpacketization is possible using Ruzsa-Szeméredi graphs. ISIT Karthikeyan Shanmugam, Antonia M. Tulino, Alexandros G. Dimakis
2017	A*	`conf`	Compressed Sensing using Generative Models. ICML Ashish Bora, Ajil Jalal, Eric Price, Alexandros G. Dimakis
2017	J	`jnl`	Compressed Sensing using Generative Models. CoRR Ashish Bora, Ajil Jalal, Eric Price, Alexandros G. Dimakis
2017	A	`conf`	Contextual Bandits with Latent Confounders: An NMF Approach. AISTATS Rajat Sen, Karthikeyan Shanmugam, Murat Kocaoglu, Alexandros G. Dimakis, Sanjay Shakkottai
2017	J	`jnl`	Cost-Optimal Learning of Causal Graphs. CoRR Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath
2017	A*	`conf`	Entropic Causal Inference. AAAI Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi
2017	J	`jnl`	Entropic Causality and Greedy Minimum Entropy Coupling. CoRR Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi
2017	B	`conf`	Entropie causality anc greedy minimum entropy coupling. ISIT Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi
2017	A*	`conf`	Exact MAP Inference by Avoiding Fractional Vertices. ICML Erik M. Lindgren, Alexandros G. Dimakis, Adam R. Klivans
2017	J	`jnl`	Exact MAP Inference by Avoiding Fractional Vertices. CoRR Erik M. Lindgren, Alexandros G. Dimakis, Adam R. Klivans
2017	J	`jnl`	Gradient Coding from Cyclic MDS Codes and Expander Graphs. CoRR Netanel Raviv, Itzhak Tamo, Rashish Tandon, Alexandros G. Dimakis
2017	A*	`conf`	Gradient Coding: Avoiding Stragglers in Distributed Learning. ICML Rashish Tandon, Qi Lei, Alexandros G. Dimakis, Nikos Karampatziakis
2017	A*	`conf`	Identifying Best Interventions through Online Importance Sampling. ICML Rajat Sen, Karthikeyan Shanmugam, Alexandros G. Dimakis, Sanjay Shakkottai
2017	J	`jnl`	Leveraging Sparsity for Efficient Submodular Data Summarization. CoRR Erik M. Lindgren, Shanshan Wu, Alexandros G. Dimakis
2017	—	`conf`	Model-Powered Conditional Independence Test. NIPS Rajat Sen, Ananda Theertha Suresh, Karthikeyan Shanmugam, Alexandros G. Dimakis, Sanjay Shakkottai
2017	J	`jnl`	Model-Powered Conditional Independence Test. CoRR Rajat Sen, Ananda Theertha Suresh, Karthikeyan Shanmugam, Alexandros G. Dimakis, Sanjay Shakkottai
2017	A*	`conf`	On Approximation Guarantees for Greedy Low Rank Optimization. ICML Rajiv Khanna, Ethan R. Elenberg, Alexandros G. Dimakis, Joydeep Ghosh, Sahand N. Negahban
2017	J	`jnl`	On Approximation Guarantees for Greedy Low Rank Optimization. CoRR Rajiv Khanna, Ethan R. Elenberg, Alexandros G. Dimakis, Sahand N. Negahban
2017	J	`jnl`	Recovery of Packet Losses in Wireless Broadcast for Real-Time Applications. IEEE/ACM Trans. Netw. Anh Le, Arash Saber Tehrani, Alexandros G. Dimakis, Athina Markopoulou
2017	A	`conf`	Scalable Greedy Feature Selection via Weak Submodularity. AISTATS Rajiv Khanna, Ethan R. Elenberg, Alexandros G. Dimakis, Sahand N. Negahban, Joydeep Ghosh
2017	J	`jnl`	Scalable Greedy Feature Selection via Weak Submodularity. CoRR Rajiv Khanna, Ethan R. Elenberg, Alexandros G. Dimakis, Sahand N. Negahban, Joydeep Ghosh
2017	J	`jnl`	Sparse Quadratic Logistic Regression in Sub-quadratic Time. CoRR Karthikeyan Shanmugam, Murat Kocaoglu, Alexandros G. Dimakis, Sujay Sanghavi
2017	—	`conf`	Streaming Weak Submodularity: Interpreting Neural Networks on the Fly. NIPS Ethan R. Elenberg, Alexandros G. Dimakis, Moran Feldman, Amin Karbasi
2017	J	`jnl`	Streaming Weak Submodularity: Interpreting Neural Networks on the Fly. CoRR Ethan R. Elenberg, Alexandros G. Dimakis, Moran Feldman, Amin Karbasi
2017	J	`jnl`	The Robust Manifold Defense: Adversarial Training using Generative Models. CoRR Andrew Ilyas, Ajil Jalal, Eirini Asteri, Constantinos Daskalakis, Alexandros G. Dimakis
2016	J	`jnl`	Auditing for Distributed Storage Systems. IEEE/ACM Trans. Netw. Anh Le, Athina Markopoulou, Alexandros G. Dimakis
2016	J	`jnl`	Batch Codes Through Dense Graphs Without Short Cycles. IEEE Trans. Inf. Theory Ankit Singh Rawat, Zhao Song, Alexandros G. Dimakis, Anna Gál
2016	J	`jnl`	Bipartite Correlation Clustering - Maximizing Agreements. CoRR Megasthenis Asteris, Anastasios Kyrillidis, Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2016	A	`conf`	Bipartite Correlation Clustering: Maximizing Agreements. AISTATS Megasthenis Asteris, Anastasios Kyrillidis, Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2016	A*	`conf`	Distributed Estimation of Graph 4-Profiles. WWW Ethan R. Elenberg, Karthikeyan Shanmugam, Michael Borokhovich, Alexandros G. Dimakis
2016	J	`jnl`	Entropic Causal Inference. CoRR Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath, Babak Hassibi
2016	J	`jnl`	Finite-Length Analysis of Caching-Aided Coded Multicasting. IEEE Trans. Inf. Theory Karthikeyan Shanmugam, Mingyue Ji, Antonia M. Tulino, Jaime Llorca, Alexandros G. Dimakis
2016	J	`jnl`	Gradient Coding. CoRR Rashish Tandon, Qi Lei, Alexandros G. Dimakis, Nikos Karampatziakis
2016	J	`jnl`	Latent Contextual Bandits: A Non-Negative Matrix Factorization Approach. CoRR Rajat Sen, Karthikeyan Shanmugam, Murat Kocaoglu, Alexandros G. Dimakis, Sanjay Shakkottai
2016	—	`conf`	Leveraging Sparsity for Efficient Submodular Data Summarization. NIPS Erik M. Lindgren, Shanshan Wu, Alexandros G. Dimakis
2016	J	`jnl`	Locality and Availability in Distributed Storage. IEEE Trans. Inf. Theory Ankit Singh Rawat, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Sriram Vishwanath
2016	J	`jnl`	Optimal Locally Repairable Codes and Connections to Matroid Theory. IEEE Trans. Inf. Theory Itzhak Tamo, Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2016	J	`jnl`	Restricted Strong Convexity Implies Weak Submodularity. CoRR Ethan R. Elenberg, Rajiv Khanna, Alexandros G. Dimakis, Sahand N. Negahban
2016	—	`conf`	Single Pass PCA of Matrix Products. NIPS Shanshan Wu, Srinadh Bhojanapalli, Sujay Sanghavi, Alexandros G. Dimakis
2016	J	`jnl`	Single Pass PCA of Matrix Products. CoRR Shanshan Wu, Srinadh Bhojanapalli, Sujay Sanghavi, Alexandros G. Dimakis
2015	J	`jnl`	A Perspective on Future Research Directions in Information Theory. CoRR Jeffrey G. Andrews, Alexandros G. Dimakis, Lara Dolecek, Michelle Effros, Muriel Médard, Olgica Milenkovic, Andrea Montanari, Sriram Vishwanath, Edmund M. Yeh, Randall Berry, Ken R. Duffy, Soheil Feizi, Saul Kato, Manolis Kellis, Stuart Licht, Jon Sorenson, Lav R. Varshney, Haris Vikalo
2015	B	`conf`	Batch codes through dense graphs without short cycles. ISIT Ankit Singh Rawat, Zhao Song, Alexandros G. Dimakis, Anna Gál
2015	A*	`conf`	Beyond Triangles: A Distributed Framework for Estimating 3-profiles of Large Graphs. KDD Ethan R. Elenberg, Karthikeyan Shanmugam, Michael Borokhovich, Alexandros G. Dimakis
2015	J	`jnl`	Beyond Triangles: A Distributed Framework for Estimating 3-profiles of Large Graphs. CoRR Ethan R. Elenberg, Karthikeyan Shanmugam, Michael Borokhovich, Alexandros G. Dimakis
2015	J	`jnl`	Distributed Estimation of Graph 4-Profiles. CoRR Ethan R. Elenberg, Karthikeyan Shanmugam, Michael Borokhovich, Alexandros G. Dimakis
2015	J	`jnl`	Finite Length Analysis of Caching-Aided Coded Multicasting. CoRR Karthikeyan Shanmugam, Mingyue Ji, Antonia M. Tulino, Jaime Llorca, Alexandros G. Dimakis
2015	J	`jnl`	FrogWild! - Fast PageRank Approximations on Graph Engines. CoRR Ioannis Mitliagkas, Michael Borokhovich, Alexandros G. Dimakis, Constantine Caramanis
2015	J	`jnl`	FrogWild! - Fast PageRank Approximations on Graph Engines. Proc. VLDB Endow. Ioannis Mitliagkas, Michael Borokhovich, Alexandros G. Dimakis, Constantine Caramanis
2015	J	`jnl`	Index Coding With Coded Side-Information. IEEE Commun. Lett. Namyoon Lee, Alexandros G. Dimakis, Robert W. Heath Jr.
2015	J	`jnl`	Index Coding with Coded Side-Information. CoRR Namyoon Lee, Alexandros G. Dimakis, Robert W. Heath Jr.
2015	—	`conf`	Learning Causal Graphs with Small Interventions. NIPS Karthikeyan Shanmugam, Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath
2015	J	`jnl`	Learning Causal Graphs with Small Interventions. CoRR Karthikeyan Shanmugam, Murat Kocaoglu, Alexandros G. Dimakis, Sriram Vishwanath
2015	J	`jnl`	On Approximating the Sum-Rate for Multiple-Unicasts. CoRR Karthikeyan Shanmugam, Megasthenis Asteris, Alexandros G. Dimakis
2015	B	`conf`	On approximating the sum-rate for multiple-unicasts. ISIT Karthikeyan Shanmugam, Megasthenis Asteris, Alexandros G. Dimakis
2015	—	`conf`	Orthogonal NMF through Subspace Exploration. NIPS Megasthenis Asteris, Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2015	—	`conf`	Sparse PCA via Bipartite Matchings. NIPS Megasthenis Asteris, Dimitris S. Papailiopoulos, Anastasios Kyrillidis, Alexandros G. Dimakis
2015	J	`jnl`	Sparse PCA via Bipartite Matchings. CoRR Megasthenis Asteris, Dimitris S. Papailiopoulos, Anastasios Kyrillidis, Alexandros G. Dimakis
2015	A*	`conf`	Stay on path: PCA along graph paths. ICML Megasthenis Asteris, Anastasios Kyrillidis, Alexandros G. Dimakis, Han-Gyol Yi, Bharath Chandrasekaran
2015	J	`jnl`	Stay on path: PCA along graph paths. CoRR Megasthenis Asteris, Anastasios Kyrillidis, Alexandros G. Dimakis, Han-Gyol Yi, Bharath Chandrasekaran
2015	A*	`conf`	Understanding contention-based channels and using them for defense. HPCA Casen Hunger, Mikhail Kazdagli, Ankit Singh Rawat, Alexandros G. Dimakis, Sriram Vishwanath, Mohit Tiwari
2014	J	`jnl`	A Repair Framework for Scalar MDS Codes. IEEE J. Sel. Areas Commun. Karthikeyan Shanmugam, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Giuseppe Caire
2014	J	`jnl`	A Smoothed Analysis for Learning Sparse Polynomials. CoRR Alexandros G. Dimakis, Adam R. Klivans, Murat Kocaoglu, Karthikeyan Shanmugam
2014	J	`jnl`	Base-Station Assisted Device-to-Device Communications for High-Throughput Wireless Video Networks. IEEE Trans. Wirel. Commun. Negin Golrezaei, Parisa Mansourifard, Andreas F. Molisch, Alexandros G. Dimakis
2014	J	`jnl`	Batch Codes through Dense Graphs without Short Cycles. CoRR Alexandros G. Dimakis, Anna Gál, Ankit Singh Rawat, Zhao Song
2014	J	`jnl`	Batch Codes through Dense Graphs without Short Cycles. Electron. Colloquium Comput. Complex. Alexandros G. Dimakis, Anna Gál, Ankit Singh Rawat, Zhao Song
2014	J	`jnl`	Bounding Multiple Unicasts through Index Coding and Locally Repairable Codes. CoRR Karthikeyan Shanmugam, Alexandros G. Dimakis
2014	B	`conf`	Bounding multiple unicasts through index coding and Locally Repairable Codes. ISIT Karthikeyan Shanmugam, Alexandros G. Dimakis
2014	Misc	`conf`	Combinatorial QPs via a low-dimensional subspace sampling. CISS Dimitris S. Papailiopoulos, Megasthenis Asteris, Alexandros G. Dimakis
2014	J	`jnl`	Distributed Storage Codes Reduce Latency in Vehicular Networks. IEEE Trans. Mob. Comput. Maheswaran Sathiamoorthy, Alexandros G. Dimakis, Bhaskar Krishnamachari, Fan Bai
2014	A*	`conf`	Finding Dense Subgraphs via Low-Rank Bilinear Optimization. ICML Dimitris S. Papailiopoulos, Ioannis Mitliagkas, Alexandros G. Dimakis, Constantine Caramanis
2014	—	`conf`	Finite length analysis of caching-aided coded multicasting. Allerton Karthikeyan Shanmugam, Mingyue Ji, Antonia M. Tulino, Jaime Llorca, Alexandros G. Dimakis
2014	J	`jnl`	Graph Theory versus Minimum Rank for Index Coding. CoRR Karthikeyan Shanmugam, Alexandros G. Dimakis, Michael Langberg
2014	B	`conf`	Graph theory versus minimum rank for index coding. ISIT Karthikeyan Shanmugam, Alexandros G. Dimakis, Michael Langberg
2014	J	`jnl`	Locality and Availability in Distributed Storage. CoRR Ankit Singh Rawat, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Sriram Vishwanath
2014	B	`conf`	Locality and availability in distributed storage. ISIT Ankit Singh Rawat, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Sriram Vishwanath
2014	J	`jnl`	Locally Repairable Codes. IEEE Trans. Inf. Theory Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2014	A*	`conf`	Nonnegative Sparse PCA with Provable Guarantees. ICML Megasthenis Asteris, Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2014	—	`conf`	On codes with availability for distributed storage. ISCCSP Ankit Singh Rawat, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Sriram Vishwanath
2014	J	`jnl`	On the Delay Advantage of Coding in Packet Erasure Networks. IEEE Trans. Inf. Theory Theodoros K. Dikaliotis, Alexandros G. Dimakis, Tracey Ho, Michelle Effros
2014	—	`conf`	On the Information Theoretic Limits of Learning Ising Models. NIPS Rashish Tandon, Karthikeyan Shanmugam, Pradeep Ravikumar, Alexandros G. Dimakis
2014	J	`jnl`	On the Information Theoretic Limits of Learning Ising Models. CoRR Karthikeyan Shanmugam, Rashish Tandon, Alexandros G. Dimakis, Pradeep Ravikumar
2014	J	`jnl`	Optimized Markov Chain Monte Carlo for Signal Detection in MIMO Systems: An Analysis of the Stationary Distribution and Mixing Time. IEEE Trans. Signal Process. Babak Hassibi, Morten Hansen, Alexandros G. Dimakis, Haider Ali Jasim Alshamary, Weiyu Xu
2014	J	`jnl`	Repairable Fountain Codes. CoRR Megasthenis Asteris, Alexandros G. Dimakis
2014	J	`jnl`	Repairable Fountain Codes. IEEE J. Sel. Areas Commun. Megasthenis Asteris, Alexandros G. Dimakis
2014	J	`jnl`	Scaling Behavior for Device-to-Device Communications With Distributed Caching. IEEE Trans. Inf. Theory Negin Golrezaei, Alexandros G. Dimakis, Andreas F. Molisch
2014	—	`conf`	Sparse Polynomial Learning and Graph Sketching. NIPS Murat Kocaoglu, Karthikeyan Shanmugam, Alexandros G. Dimakis, Adam R. Klivans
2013	J	`jnl`	A Repair Framework for Scalar MDS Codes. CoRR Karthikeyan Shanmugam, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Giuseppe Caire
2013	—	`conf`	Availability and locality in distributed storage. GlobalSIP Ankit Singh Rawat, Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2013	J	`jnl`	Base-Station Assisted Device-to-Device Communications for High-Throughput Wireless Video Networks CoRR Negin Golrezaei, Parisa Mansourifard, Andreas F. Molisch, Alexandros G. Dimakis
2013	B	`conf`	Distributed storage allocations and a hypergraph conjecture of Erdős. ISIT Yi-Hsuan Kao, Alexandros G. Dimakis, Derek Leong, Tracey Ho
2013	J	`jnl`	FemtoCaching: Wireless Content Delivery Through Distributed Caching Helpers. IEEE Trans. Inf. Theory Karthikeyan Shanmugam, Negin Golrezaei, Alexandros G. Dimakis, Andreas F. Molisch, Giuseppe Caire
2013	J	`jnl`	Femtocaching and device-to-device collaboration: A new architecture for wireless video distribution. IEEE Commun. Mag. Negin Golrezaei, Andreas F. Molisch, Alexandros G. Dimakis, Giuseppe Caire
2013	J	`jnl`	Index Coding Problem with Side Information Repositories. CoRR Karthikeyan Shanmugam, Alexandros G. Dimakis, Giuseppe Caire
2013	—	`conf`	Index coding problem with side information repositories. Allerton Karthikeyan Shanmugam, Alexandros G. Dimakis, Giuseppe Caire
2013	J	`jnl`	Instantly Decodable Network Codes for Real-Time Applications CoRR Anh Le, Arash Saber Tehrani, Alexandros G. Dimakis, Athina Markopoulou
2013	—	`conf`	Instantly decodable network codes for real-time applications. NetCod Anh Le, Arash Saber Tehrani, Alexandros G. Dimakis, Athina Markopoulou
2013	J	`jnl`	Local Graph Coloring and Index Coding CoRR Karthikeyan Shanmugam, Alexandros G. Dimakis, Michael Langberg
2013	B	`conf`	Local graph coloring and index coding. ISIT Karthikeyan Shanmugam, Alexandros G. Dimakis, Michael Langberg
2013	J	`jnl`	Optimal Locally Repairable Codes and Connections to Matroid Theory CoRR Itzhak Tamo, Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2013	B	`conf`	Optimal binary measurement matrices for compressed sensing. ITW Arash Saber Tehrani, Alexandros G. Dimakis, Giuseppe Caire
2013	Misc	`conf`	Optimal deterministic compressed sensing matrices. ICASSP Arash Saber Tehrani, Alexandros G. Dimakis, Giuseppe Caire
2013	B	`conf`	Optimal locally repairable codes and connections to matroid theory. ISIT Itzhak Tamo, Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2013	B	`conf`	Optimal measurement matrices for neighbor discovery. ISIT Arash Saber Tehrani, Alexandros G. Dimakis, Giuseppe Caire
2013	J	`jnl`	Optimized Markov Chain Monte Carlo for Signal Detection in MIMO Systems: an Analysis of Stationary Distribution and Mixing Time. CoRR Babak Hassibi, Morten Hansen, Alexandros G. Dimakis, Haider Ali Jasim Alshamary, Weiyu Xu
2013	J	`jnl`	Sparse PCA through Low-rank Approximations CoRR Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Stavros Korokythakis
2013	—	`conf`	Sparse PCA through Low-rank Approximations. ICML (3) Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Stavros Korokythakis
2013	J	`jnl`	XORing Elephants: Novel Erasure Codes for Big Data CoRR Maheswaran Sathiamoorthy, Megasthenis Asteris, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Ramkumar Vadali, Scott Chen, Dhruba Borthakur
2013	J	`jnl`	XORing Elephants: Novel Erasure Codes for Big Data. Proc. VLDB Endow. Maheswaran Sathiamoorthy, Megasthenis Asteris, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Ramkumar Vadali, Scott Chen, Dhruba Borthakur
2012	—	`conf`	A repair framework for scalar MDS codes. Allerton Conference Karthikeyan Shanmugam, Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Giuseppe Caire
2012	J	`jnl`	Allocations for Heterogenous Distributed Storage CoRR Vasileios Ntranos, Giuseppe Caire, Alexandros G. Dimakis
2012	B	`conf`	Allocations for heterogenous distributed storage. ISIT Vasileios Ntranos, Giuseppe Caire, Alexandros G. Dimakis
2012	—	`conf`	Base-station assisted device-to-device communications for high-throughput wireless video networks. ICC Negin Golrezaei, Andreas F. Molisch, Alexandros G. Dimakis
2012	B	`conf`	Bipartite index coding. ISIT Arash Saber Tehrani, Alexandros G. Dimakis, Michael J. Neely
2012	B	`conf`	Device-to-device collaboration through distributed storage. GLOBECOM Negin Golrezaei, Alexandros G. Dimakis, Andreas F. Molisch
2012	—	`conf`	Device-to-device communications for wireless video delivery. ACSCC Negin Golrezaei, Mingyue Ji, Andreas F. Molisch, Alexandros G. Dimakis, Giuseppe Caire
2012	J	`jnl`	Distributed Storage Allocations. IEEE Trans. Inf. Theory Derek Leong, Alexandros G. Dimakis, Tracey Ho
2012	A*	`conf`	Distributed storage codes reduce latency in vehicular networks. INFOCOM Maheswaran Sathiamoorthy, Alexandros G. Dimakis, Bhaskar Krishnamachari, Fan Bai
2012	B	`conf`	Feedback in the K-user interference channel. ISIT Dimitris S. Papailiopoulos, Changho Suh, Alexandros G. Dimakis
2012	A*	`conf`	FemtoCaching: Wireless video content delivery through distributed caching helpers. INFOCOM Negin Golrezaei, Karthikeyan Shanmugam, Alexandros G. Dimakis, Andreas F. Molisch, Giuseppe Caire
2012	J	`jnl`	Femtocaching and Device-to-Device Collaboration: A New Architecture for Wireless Video Distribution CoRR Negin Golrezaei, Andreas F. Molisch, Alexandros G. Dimakis, Giuseppe Caire
2012	B	`conf`	Finding three transmissions is hard. GLOBECOM Arash Saber Tehrani, Alexandros G. Dimakis
2012	J	`jnl`	Interference Alignment as a Rank Constrained Rank Minimization. IEEE Trans. Signal Process. Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2012	J	`jnl`	LDPC Codes for Compressed Sensing. IEEE Trans. Inf. Theory Alexandros G. Dimakis, Roxana Smarandache, Pascal O. Vontobel
2012	J	`jnl`	Locally Repairable Codes CoRR Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2012	B	`conf`	Locally repairable codes. ISIT Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2012	J	`jnl`	On the Delay Advantage of Coding in Packet Erasure Networks CoRR Theodoros K. Dikaliotis, Alexandros G. Dimakis, Tracey Ho, Michelle Effros
2012	J	`jnl`	On the Mixing Time of Markov Chain Monte Carlo for Integer Least-Square Problems CoRR Weiyu Xu, Alexandros G. Dimakis, Babak Hassibi
2012	—	`conf`	On the mixing time of Markov Chain Monte Carlo for integer least-square problems. CDC Weiyu Xu, Alexandros G. Dimakis, Babak Hassibi
2012	B	`conf`	Repairable Fountain codes. ISIT Megasthenis Asteris, Alexandros G. Dimakis
2012	J	`jnl`	Reweighted LP Decoding for LDPC Codes. IEEE Trans. Inf. Theory M. Amin Khajehnejad, Alexandros G. Dimakis, Babak Hassibi, Benjamin Vigoda, William Bradley
2012	J	`jnl`	Scaling Behaviors of Wireless Device-to-Device Communications with Distributed Caching CoRR Negin Golrezaei, Alexandros G. Dimakis, Andreas F. Molisch
2012	A*	`conf`	Simple regenerating codes: Network coding for cloud storage. INFOCOM Dimitris S. Papailiopoulos, Jianqiang Luo, Alexandros G. Dimakis, Cheng Huang, Jin Li
2012	J	`jnl`	The Impact of Mobility on Gossip Algorithms. IEEE Trans. Inf. Theory Anand D. Sarwate, Alexandros G. Dimakis
2012	J	`jnl`	Wireless Device-to-Device Communications with Distributed Caching CoRR Negin Golrezaei, Alexandros G. Dimakis, Andreas F. Molisch
2012	B	`conf`	Wireless device-to-device communications with distributed caching. ISIT Negin Golrezaei, Alexandros G. Dimakis, Andreas F. Molisch
2012	—	`conf`	Wireless video content delivery through coded distributed caching. ICC Negin Golrezaei, Karthikeyan Shanmugam, Alexandros G. Dimakis, Andreas F. Molisch, Giuseppe Caire
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`	Distributed Storage Allocations for Optimal Delay CoRR Derek Leong, Alexandros G. Dimakis, Tracey Ho
2011	J	`jnl`	Distributed Storage Codes through Hadamard Designs CoRR Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2011	B	`conf`	Distributed storage allocations for optimal delay. ISIT Derek Leong, Alexandros G. Dimakis, Tracey Ho
2011	B	`conf`	Distributed storage codes through Hadamard designs. ISIT Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2011	B	`conf`	Explicit matrices for sparse approximation. ISIT M. Amin Khajehnejad, Arash Saber Tehrani, Alexandros G. Dimakis, Babak Hassibi
2011	J	`jnl`	FemtoCaching: Wireless Video Content Delivery through Distributed Caching Helpers CoRR Negin Golrezaei, Karthikeyan Shanmugam, Alexandros G. Dimakis, Andreas F. Molisch, Giuseppe Caire
2011	—	`conf`	Level estimation for sparse reconstruction in discrete tomography. ACSCC Yen-Ting Lin, Antonio Ortega, Alexandros G. Dimakis
2011	J	`jnl`	Local Interference Can Accelerate Gossip Algorithms. IEEE J. Sel. Top. Signal Process. Bobak Nazer, Alexandros G. Dimakis, Michael Gastpar
2011	J	`jnl`	Repair Optimal Erasure Codes through Hadamard Designs CoRR Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Viveck R. Cadambe
2011	—	`conf`	Repair optimal erasure codes through hadamard designs. Allerton Dimitris S. Papailiopoulos, Alexandros G. Dimakis, Viveck R. Cadambe
2011	J	`jnl`	Reweighted LP Decoding for LDPC Codes CoRR M. Amin Khajehnejad, Alexandros G. Dimakis, Babak Hassibi, Benjamin Vigoda, William Bradley
2011	J	`jnl`	SigSag: Iterative Detection Through Soft Message-Passing. IEEE J. Sel. Top. Signal Process. Arash Saber Tehrani, Alexandros G. Dimakis, Michael J. Neely
2011	A*	`conf`	SigSag: Iterative detection through soft message-passing. INFOCOM Arash Saber Tehrani, Alexandros G. Dimakis, Michael J. Neely
2011	J	`jnl`	Simple Regenerating Codes: Network Coding for Cloud Storage CoRR Dimitris S. Papailiopoulos, Jianqiang Luo, Alexandros G. Dimakis, Cheng Huang, Jin Li
2011	J	`jnl`	Sparse Recovery of Nonnegative Signals With Minimal Expansion. IEEE Trans. Signal Process. M. Amin Khajehnejad, Alexandros G. Dimakis, Weiyu Xu, Babak Hassibi
2011	—	`conf`	Wireless video content delivery through distributed caching and peer-to-peer gossiping. ACSCC Negin Golrezaei, Alexandros G. Dimakis, Andreas F. Molisch, Giuseppe Caire
2010	J	`jnl`	A Survey on Network Codes for Distributed Storage CoRR Alexandros G. Dimakis, Kannan Ramchandran, Yunnan Wu, Changho Suh
2010	—	`conf`	Distributed Storage Allocation for High Reliability. ICC Derek Leong, Alexandros G. Dimakis, Tracey Ho
2010	J	`jnl`	Distributed Storage Allocations CoRR Derek Leong, Alexandros G. Dimakis, Tracey Ho
2010	J	`jnl`	Distributed Storage Codes Meet Multiple-Access Wiretap Channels CoRR Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2010	—	`conf`	Distributed storage codes meet multiple-access wiretap channels. Allerton Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2010	J	`jnl`	Gossip Algorithms for Distributed Signal Processing CoRR Alexandros G. Dimakis, Soummya Kar, José M. F. Moura, Michael G. Rabbat, Anna Scaglione
2010	J	`jnl`	Gossip Algorithms for Distributed Signal Processing. Proc. IEEE Alexandros G. Dimakis, Soummya Kar, José M. F. Moura, Michael G. Rabbat, Anna Scaglione
2010	J	`jnl`	Interference Alignment as a Rank Constrained Rank Minimization CoRR Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2010	B	`conf`	Interference Alignment as a Rank Constrained Rank Minimization. GLOBECOM Dimitris S. Papailiopoulos, Alexandros G. Dimakis
2010	J	`jnl`	LDPC Codes for Compressed Sensing CoRR Alexandros G. Dimakis, Roxana Smarandache, Pascal O. Vontobel
2010	—	`conf`	MCMC methods for integer least-squares problems. Allerton Babak Hassibi, Alexandros G. Dimakis, Dimitris Papailiopoulos
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	B	`conf`	On the delay advantage of coding in packet erasure networks. ITW Theodoros K. Dikaliotis, Alexandros G. Dimakis, Tracey Ho, Michelle Effros
2010	J	`jnl`	Order-optimal consensus through randomized path averaging. IEEE Trans. Inf. Theory Florence Bénézit, Alexandros G. Dimakis, Patrick Thiran, Martin Vetterli
2010	J	`jnl`	Rebuilding for Array Codes in Distributed Storage Systems CoRR Zhiying Wang, Alexandros G. Dimakis, Jehoshua Bruck
2010	—	`conf`	Reweighted LP decoding for LDPC codes. Allerton M. Amin Khajehnejad, Alexandros G. Dimakis, Babak Hassibi, William Bradley
2010	J	`jnl`	Security in Distributed Storage Systems by Communicating a Logarithmic Number of Bits CoRR Theodoros K. Dikaliotis, Alexandros G. Dimakis, Tracey Ho
2010	B	`conf`	Security in distributed storage systems by communicating a logarithmic number of bits. ISIT Theodoros K. Dikaliotis, Alexandros G. Dimakis, Tracey Ho
2010	B	`conf`	Sparse recovery for discrete tomography. ICIP Yen-Ting Lin, Antonio Ortega, Alexandros G. Dimakis
2010	J	`jnl`	Symmetric Allocations for Distributed Storage CoRR Derek Leong, Alexandros G. Dimakis, Tracey Ho
2010	B	`conf`	Symmetric Allocations for Distributed Storage. GLOBECOM Derek Leong, Alexandros G. Dimakis, Tracey Ho
2009	J	`jnl`	Guessing facets: polytope structure and improved LP decoder. IEEE Trans. Inf. Theory Alexandros G. Dimakis, Amin A. Gohari, Martin J. Wainwright
2009	J	`jnl`	LP Decoding meets LP Decoding: A Connection between Channel Coding and Compressed Sensing CoRR Alexandros G. Dimakis, Pascal O. Vontobel
2009	—	`conf`	LP decoding meets LP decoding: A connection between channel coding and compressed sensing. Allerton Alexandros G. Dimakis, Pascal O. Vontobel
2009	B	`conf`	Near-Optimal Detection in MIMO Systems Using Gibbs Sampling. GLOBECOM Morten Hansen, Babak Hassibi, Alexandros G. Dimakis, Weiyu Xu
2009	J	`jnl`	Near-Optimal Detection in MIMO Systems using Gibbs Sampling CoRR Morten Hansen, Babak Hassibi, Alexandros G. Dimakis, Weiyu Xu
2009	Misc	`conf`	Neighborhood gossip: Concurrent averaging through local interference. ICASSP Bobak Nazer, Alexandros G. Dimakis, Michael Gastpar
2009	J	`jnl`	On the Delay of Network Coding over Line Networks CoRR Theodoros K. Dikaliotis, Alexandros G. Dimakis, Tracey Ho, Michelle Effros
2009	B	`conf`	On the delay of network coding over line networks. ISIT Theodoros K. Dikaliotis, Alexandros G. Dimakis, Tracey Ho, Michelle Effros
2009	—	`conf`	Reaching consensus in wireless networks with probabilistic broadcast. Allerton Tuncer C. Aysal, Anand D. Sarwate, Alexandros G. Dimakis
2009	B	`conf`	Reducing repair traffic for erasure coding-based storage via interference alignment. ISIT Yunnan Wu, Alexandros G. Dimakis
2009	J	`jnl`	Searching for Minimum Storage Regenerating Codes CoRR Daniel Cullina, Alexandros G. Dimakis, Tracey Ho
2009	J	`jnl`	Sparse Recovery of Positive Signals with Minimal Expansion CoRR M. Amin Khajehnejad, Alexandros G. Dimakis, Weiyu Xu, Babak Hassibi
2009	A*	`conf`	The Impact of Mobility on Gossip Algorithms. INFOCOM Anand D. Sarwate, Alexandros G. Dimakis
2008	J	`jnl`	Geographic Gossip: Efficient Averaging for Sensor Networks. IEEE Trans. Signal Process. Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright
2008	—	`conf`	Local interference can accelerate gossip algorithms. Allerton Bobak Nazer, Alexandros G. Dimakis, Michael Gastpar
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	J	`jnl`	Order-Optimal Consensus through Randomized Path Averaging CoRR Florence Bénézit, Alexandros G. Dimakis, Patrick Thiran, Martin Vetterli
2008	J	`jnl`	Probabilistic Analysis of Linear Programming Decoding. IEEE Trans. Inf. Theory Constantinos Daskalakis, Alexandros G. Dimakis, Richard M. Karp, Martin J. Wainwright
2008	J	`jnl`	The Impact of Mobility on Gossip Algorithms CoRR Anand D. Sarwate, Alexandros G. Dimakis
2007	J	`jnl`	Connectivity and Equilibrium in Random Games CoRR Constantinos Daskalakis, Alexandros G. Dimakis, Elchanan Mossel
2007	J	`jnl`	Geographic Gossip: Efficient Averaging for Sensor Networks CoRR Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright
2007	J	`jnl`	Guessing Facets: Polytope Structure and Improved LP Decoding CoRR Alexandros G. Dimakis, Amin A. Gohari, Martin J. Wainwright
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	J	`jnl`	Probabilistic Analysis of Linear Programming Decoding CoRR Constantinos Daskalakis, Alexandros G. Dimakis, Richard M. Karp, Martin J. Wainwright
2007	A*	`conf`	Probabilistic analysis of linear programming decoding. SODA Constantinos Daskalakis, Alexandros G. Dimakis, Richard M. Karp, Martin J. Wainwright
2007	—	`conf`	Robust message-passing for statistical inference in sensor networks. IPSN Jeremy Schiff, Dominic Antonelli, Alexandros G. Dimakis, David Chu, Martin J. Wainwright
2007	C	`conf`	Unequal Growth Codes: Intermediate Performance and Unequal Error Protection for Video Streaming. MMSP Alexandros G. Dimakis, Jiajun Wang, Kannan Ramchandran
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	—	`conf`	Distributed Fountain Codes for Networked Storage. ICASSP (5) Alexandros G. Dimakis, Vinod M. Prabhakaran, Kannan Ramchandran
2006	J	`jnl`	From Dumb Wireless Sensors to Smart Networks using Network Coding CoRR Alexandros G. Dimakis, Dragan Petrovic, Kannan Ramchandran
2006	J	`jnl`	Geographic Gossip: Efficient Aggregation for Sensor Networks CoRR Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright
2006	—	`conf`	Geographic gossip: efficient aggregation for sensor networks. IPSN Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright
2006	J	`jnl`	Guessing Facets: Polytope Structure and Improved LP Decoder CoRR Alexandros G. Dimakis, Martin J. Wainwright
2006	B	`conf`	Guessing Facets: Polytope Structure and Improved LP Decoder. ISIT Alexandros G. Dimakis, Martin J. Wainwright
2005	J	`jnl`	Phase-modulated resonances modeled as self-similar processes with application to turbulent sounds. IEEE Trans. Signal Process. Alexandros G. Dimakis, Petros Maragos
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
2004	—	`conf`	Modeling resonances with phase modulated self-similar processes [speech processing example]. ICASSP (2) Alexandros G. Dimakis, Petros Maragos
2002	—	`conf`	Some advances in nonlinear speech modeling using modulations, fractals, and chaos. DSP Petros Maragos, Alexandros G. Dimakis, Iasonas Kokkinos