Sunav Choudhary

47 papers A* 4A 3B 1C 1Misc 6Journal 23Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	PRISM: Learning Design Knowledge from Data for Stylistic Design Improvement. CoRR Huaxiaoyue Wang, Sunav Choudhary, Franck Dernoncourt, Yu Shen, Stefano Petrangeli
2025	J	`jnl`	Charts Are Not Images: On the Challenges of Scientific Chart Editing. CoRR Shawn Li, Ryan A. Rossi, Sungchul Kim, Sunav Choudhary, Franck Dernoncourt, Puneet Mathur, Zhengzhong Tu, Yue Zhao
2025	J	`jnl`	Learning to Reason in LLMs by Expectation Maximization. CoRR Junghyun Lee, Branislav Kveton, Sunav Choudhary, Subhojyoti Mukherjee, Anup B. Rao, Ryan A. Rossi, Alexa Siu
2025	J	`jnl`	The Cost of Avoiding Backpropagation. CoRR Kunjal Panchal, Sunav Choudhary, Yuriy Brun, Hui Guan
2025	J	`jnl`	Think Global, Act Local: Bayesian Causal Discovery with Language Models in Sequential Data. CoRR Prakhar Verma, David Arbour, Sunav Choudhary, Harshita Chopra, Arno Solin, Atanu R. Sinha
2024	J	`jnl`	Annotation Efficiency: Identifying Hard Samples via Blocked Sparse Linear Bandits. CoRR Adit Jain, Soumyabrata Pal, Sunav Choudhary, Ramasuri Narayanam, Vikram Krishnamurthy
2024	J	`jnl`	Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constraint. CoRR Harshita Chopra, Atanu R. Sinha, Sunav Choudhary, Ryan A. Rossi, Paavan Kumar Indela, Veda Pranav Parwatala, Srinjayee Paul, Aurghya Maiti
2024	—	`conf`	Fake or Compromised? Making Sense of Malicious Clients in Federated Learning. ESORICS (1) Hamid Mozaffari, Sunav Choudhary, Amir Houmansadr
2024	J	`jnl`	Fake or Compromised? Making Sense of Malicious Clients in Federated Learning. CoRR Hamid Mozaffari, Sunav Choudhary, Amir Houmansadr
2024	A*	`conf`	Thinking Forward: Memory-Efficient Federated Finetuning of Language Models. NeurIPS Kunjal Panchal, Nisarg Parikh, Sunav Choudhary, Lijun Zhang, Yuriy Brun, Hui Guan
2024	J	`jnl`	Thinking Forward: Memory-Efficient Federated Finetuning of Language Models. CoRR Kunjal Panchal, Nisarg Parikh, Sunav Choudhary, Lijun Zhang, Yuriy Brun, Hui Guan
2023	A	`conf`	Delivery Optimized Discovery in Behavioral User Segmentation under Budget Constraint. CIKM Harshita Chopra, Atanu R. Sinha, Sunav Choudhary, Ryan A. Rossi, Paavan Kumar Indela, Veda Pranav Parwatala, Srinjayee Paul, Aurghya Maiti
2023	A*	`conf`	Flash: Concept Drift Adaptation in Federated Learning. ICML Kunjal Panchal, Sunav Choudhary, Subrata Mitra, Koyel Mukherjee, Somdeb Sarkhel, Saayan Mitra, Hui Guan
2023	A*	`conf`	Flow: Per-instance Personalized Federated Learning. NeurIPS Kunjal Panchal, Sunav Choudhary, Nisarg Parikh, Lijun Zhang, Hui Guan
2022	A	`conf`	Correlated Stochastic Knapsack with a Submodular Objective. ESA Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
2022	J	`jnl`	Correlated Stochastic Knapsack with a Submodular Objective. CoRR Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
2022	A*	`conf`	EI-CLIP: Entity-aware Interventional Contrastive Learning for E-commerce Cross-modal Retrieval. CVPR Haoyu Ma, Handong Zhao, Zhe Lin, Ajinkya Kale, Zhangyang Wang, Tong Yu, Jiuxiang Gu, Sunav Choudhary, Xiaohui Xie
2022	J	`jnl`	Flow: Per-Instance Personalized Federated Learning Through Dynamic Routing. CoRR Kunjal Panchal, Sunav Choudhary, Hui Guan
2021	—	`conf`	Scheduling ML training on unreliable spot instances. UCC Companion Sheng Yang, Samir Khuller, Sunav Choudhary, Subrata Mitra, Kanak Mahadik
2019	J	`jnl`	Data-Driven Compression of Convolutional Neural Networks. CoRR Ramit Pahwa, Manoj Ghuhan Arivazhagan, Ankur Garg, Siddarth Krishnamoorthy, Rohit Saxena, Sunav Choudhary
2019	J	`jnl`	Federated Learning with Personalization Layers. CoRR Manoj Ghuhan Arivazhagan, Vinay Aggarwal, Aaditya Kumar Singh, Sunav Choudhary
2019	—	`conf`	Mentor Pattern Identification from Product Usage Logs. PAKDD (3) Ankur Garg, Aman Kharb, Yash H. Malviya, J. P. Sagar, Atanu R. Sinha, Iftikhar Ahamath Burhanuddin, Sunav Choudhary
2018	J	`jnl`	Bilinear Matrix Factorization Methods for Time-Varying Narrowband Channel Estimation: Exploiting Sparsity and Rank. IEEE Trans. Signal Process. Sajjad Beygi, Amr Elnakeeb, Sunav Choudhary, Urbashi Mitra
2018	J	`jnl`	On the Properties of the Rank-Two Null Space of Nonsparse and Canonical-Sparse Blind Deconvolution. IEEE Trans. Signal Process. Sunav Choudhary, Urbashi Mitra
2018	A	`conf`	Sparse Decomposition for Time Series Forecasting and Anomaly Detection. SDM Sunav Choudhary, Gaurush Hiranandani, Shiv Kumar Saini
2017	J	`jnl`	An LSTM Based System for Prediction of Human Activities with Durations. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Kundan Krishna, Deepali Jain, Sanket V. Mehta, Sunav Choudhary
2017	—	`conf`	Smart Geo-fencing with Location Sensitive Product Affinity. SIGSPATIAL/GIS Ankur Garg, Sunav Choudhary, Payal Bajaj, Sweta Agrawal, Abhishek Kedia, Shubham Agrawal
2016	J	`jnl`	Active Target Localization using Low-Rank Matrix Completion and Unimodal Regression. CoRR Sunav Choudhary, Naveen Kumar, Srikanth Narayanan, Urbashi Mitra
2016	Misc	`conf`	Delay-Doppler estimation via structured low-rank matrix recovery. ICASSP Sunav Choudhary, Sajjad Beygi, Urbashi Mitra
2016	Misc	`conf`	On target localization with communication costs via tensor completion: A multi-modal approach. ICASSP Sagar Honnungar, Sunav Choudhary, Urbashi Mitra
2015	Misc	`conf`	Analysis of target detection via matrix completion. ICASSP Sunav Choudhary, Urbashi Mitra
2015	J	`jnl`	Fundamental Limits of Blind Deconvolution Part II: Sparsity-Ambiguity Trade-offs. CoRR Sunav Choudhary, Urbashi Mitra
2015	J	`jnl`	Structured sparse methods for active ocean observation systems with communication constraints. IEEE Commun. Mag. Urbashi Mitra, Sunav Choudhary, Franz S. Hover, Robert Hummel, Naveen Kumar, Shrikanth S. Narayanan, Milica Stojanovic, Gaurav S. Sukhatme
2014	Misc	`conf`	Active target detection with mobile agents. ICASSP Sunav Choudhary, Naveen Kumar, Srikanth Narayanan, Urbashi Mitra
2014	—	`conf`	Active target detection with navigation costs: A randomized benchmark. Allerton Sunav Choudhary, Dhruva Kartik, Naveen Kumar, Srikanth Narayanan, Urbashi Mitra
2014	J	`jnl`	Fundamental Limits of Blind Deconvolution Part I: Ambiguity Kernel. CoRR Sunav Choudhary, Urbashi Mitra
2014	J	`jnl`	Identifiability Scaling Laws in Bilinear Inverse Problems. CoRR Sunav Choudhary, Urbashi Mitra
2014	—	`conf`	On the impossibility of blind deconvolution for geometrically decaying subspace sparse signals. GlobalSIP Sunav Choudhary, Urbashi Mitra
2014	B	`conf`	Sparse blind deconvolution: What cannot be done. ISIT Sunav Choudhary, Urbashi Mitra
2013	Misc	`conf`	Identifiability bounds for bilinear inverse problems. ACSSC Sunav Choudhary, Urbashi Mitra
2013	Misc	`conf`	On identifiability in bilinear inverse problems. ICASSP Sunav Choudhary, Urbashi Mitra
2012	J	`jnl`	A SPT Treatment to the Realization of the Sign-LMS Based Adaptive Filters. IEEE Trans. Circuits Syst. I Regul. Pap. Sunav Choudhary, Pritam Mukherjee, Mrityunjoy Chakraborty, Shakti Shankar Rath
2012	—	`conf`	Sparse recovery from convolved output in underwater acoustic relay networks. APSIPA Sunav Choudhary, Urbashi Mitra
2012	J	`jnl`	Underwater Data Collection Using Robotic Sensor Networks. IEEE J. Sel. Areas Commun. Geoffrey A. Hollinger, Sunav Choudhary, Parastoo Qarabaqi, Christopher Murphy, Urbashi Mitra, Gaurav S. Sukhatme, Milica Stojanovic, Hanumant Singh, Franz Hover
2011	—	`conf`	Communication protocols for underwater data collection using a robotic sensor network. GLOBECOM Workshops Geoffrey A. Hollinger, Sunav Choudhary, Parastoo Qarabaqi, Christopher Murphy, Urbashi Mitra, Gaurav S. Sukhatme, Milica Stojanovic, Hanumant Singh, Franz S. Hover
2010	C	`conf`	A SPT treatment to the bit serial realization of the sign-LMS based adaptive filter. ISCAS Sunav Choudhary, Pritam Mukherjee, Mrityunjoy Chakraborty
2009	—	`conf`	A Fuzzy Logic Based Approach to De-Weather Fog-Degraded Images. CGIV Nachiket V. Desai, Aritra Chatterjee, Shaunak Mishra, Dhaval Chudasama, Sunav Choudhary, Sudhir Kumar Barai