Soumyabrata Pal

71 papers A* 13A 8B 2Misc 1Journal 39Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	FiRST: Finetuning Router-Selective Transformers for Input-Adaptive Latency Reduction. EMNLP (Findings) Akriti Jain, Saransh Sharma, Koyel Mukherjee, Soumyabrata Pal
2025	—	`conf`	From Selection to Generation: A Survey of LLM-based Active Learning. ACL (1) Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian J. McAuley
2025	J	`jnl`	From Selection to Generation: A Survey of LLM-based Active Learning. CoRR Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao Kenneth Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian J. McAuley
2025	J	`jnl`	KITE: Kernelized and Information Theoretic Exemplars for In-Context Learning. CoRR Vaibhav Singh, Soumya Suvra Ghosal, Kapu Nirmal Joshua, Soumyabrata Pal, Sayak Ray Chowdhury
2025	—	`conf`	PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks. NAACL (Long Papers) Soumya Suvra Ghosal, Soumyabrata Pal, Koyel Mukherjee, Dinesh Manocha
2025	—	`conf`	RELIC: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples. EMNLP (Findings) Soumya Suvra Ghosal, Vaibhav Singh, Akash Ghosh, Soumyabrata Pal, Subhadip Baidya, Sriparna Saha, Dinesh Manocha
2025	J	`jnl`	Regret minimization in Linear Bandits with offline data via extended D-optimal exploration. CoRR Sushant Vijayan, Arun Suggala, Karthikeyan Shanmugam, Soumyabrata Pal
2025	J	`jnl`	Relic: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples. CoRR Soumya Suvra Ghosal, Vaibhav Singh, Akash Ghosh, Soumyabrata Pal, Subhadip Baidya, Sriparna Saha, Dinesh Manocha
2025	J	`jnl`	Support Recovery in Mixture Models With Sparse Parameters. IEEE Trans. Inf. Theory Arya Mazumdar, Soumyabrata Pal
2025	—	`conf`	TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation. EMNLP (Industry Track) Chetan Sharma, Ramasuri Narayanam, Soumyabrata Pal, Kalidas Yeturu, Shiv Kumar Saini, Koyel Mukherjee
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`	FiRST: Finetuning Router-Selective Transformers for Input-Adaptive Latency Reduction. CoRR Akriti Jain, Saransh Sharma, Koyel Mukherjee, Soumyabrata Pal
2024	J	`jnl`	Improved Support Recovery in Universal 1-bit Compressed Sensing. IEEE Trans. Inf. Theory Namiko Matsumoto, Arya Mazumdar, Soumyabrata Pal
2024	A	`conf`	Improving Mobile Maternal and Child Health Care Programs: Collaborative Bandits for Time Slot Selection. AAMAS Soumyabrata Pal, Milind Tambe, Arun Suggala, Karthikeyan Shanmugam, Aparna Taneja
2024	A*	`conf`	Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD. NeurIPS Aniket Das, Dheeraj Nagaraj, Soumyabrata Pal, Arun Sai Suggala, Prateek Varshney
2024	J	`jnl`	Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD. CoRR Aniket Das, Dheeraj Nagaraj, Soumyabrata Pal, Arun Suggala, Prateek Varshney
2024	A*	`conf`	Online Matrix Completion: A Collaborative Approach with Hott Items. ICML Dheeraj Baby, Soumyabrata Pal
2024	J	`jnl`	Online Matrix Completion: A Collaborative Approach with Hott Items. CoRR Dheeraj Baby, Soumyabrata Pal
2024	J	`jnl`	PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks. CoRR Soumya Suvra Ghosal, Soumyabrata Pal, Koyel Mukherjee, Dinesh Manocha
2024	J	`jnl`	Random Subgraph Detection Using Queries. J. Mach. Learn. Res. Wasim Huleihel, Arya Mazumdar, Soumyabrata Pal
2024	A	`conf`	Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components. AISTATS Soumyabrata Pal, Prateek Varshney, Gagan Madan, Prateek Jain, Abhradeep Thakurta, Gaurav Aggarwal, Pradeep Shenoy, Gaurav Srivastava
2023	A*	`conf`	Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints. NeurIPS Soumyabrata Pal, Arun Sai Suggala, Karthikeyan Shanmugam, Prateek Jain
2023	J	`jnl`	Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints. CoRR Soumyabrata Pal, Arun Sai Suggala, Karthikeyan Shanmugam, Prateek Jain
2023	J	`jnl`	Community Recovery in the Geometric Block Model. J. Mach. Learn. Res. Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha
2023	A*	`conf`	Nash Regret Guarantees for Linear Bandits. NeurIPS Ayush Sawarni, Soumyabrata Pal, Siddharth Barman
2023	A*	`conf`	Online Low Rank Matrix Completion. ICLR Soumyabrata Pal, Prateek Jain
2023	A	`conf`	Optimal Algorithms for Latent Bandits with Cluster Structure. AISTATS Soumyabrata Pal, Arun Sai Suggala, Karthikeyan Shanmugam, Prateek Jain
2023	J	`jnl`	Optimal Algorithms for Latent Bandits with Cluster Structure. CoRR Soumyabrata Pal, Arun Sai Suggala, Karthikeyan Shanmugam, Prateek Jain
2022	J	`jnl`	Community Recovery in the Geometric Block Model. CoRR Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha
2022	J	`jnl`	Improved Support Recovery in Universal One-bit Compressed Sensing. CoRR Namiko Matsumoto, Arya Mazumdar, Soumyabrata Pal
2022	B	`conf`	Lower Bounds on the Total Variation Distance Between Mixtures of Two Gaussians. ALT Sami Davies, Arya Mazumdar, Soumyabrata Pal, Cyrus Rashtchian
2022	A	`conf`	On Learning Mixture Models with Sparse Parameters. AISTATS Soumyabrata Pal, Arya Mazumdar
2022	J	`jnl`	On Learning Mixture Models with Sparse Parameters. CoRR Arya Mazumdar, Soumyabrata Pal
2022	A*	`conf`	On Learning Mixture of Linear Regressions in the Non-Realizable Setting. ICML Soumyabrata Pal, Arya Mazumdar, Rajat Sen, Avishek Ghosh
2022	J	`jnl`	On Learning Mixture of Linear Regressions in the Non-Realizable Setting. CoRR Avishek Ghosh, Arya Mazumdar, Soumyabrata Pal, Rajat Sen
2022	J	`jnl`	Online Low Rank Matrix Completion. CoRR Prateek Jain, Soumyabrata Pal
2022	J	`jnl`	Private and Efficient Meta-Learning with Low Rank and Sparse Decomposition. CoRR Soumyabrata Pal, Prateek Varshney, Prateek Jain, Abhradeep Guha Thakurta, Gagan Madan, Gaurav Aggarwal, Pradeep Shenoy, Gaurav Srivastava
2022	A	`conf`	Support Recovery in Universal One-Bit Compressed Sensing. ITCS Arya Mazumdar, Soumyabrata Pal
2021	A*	`conf`	Fuzzy Clustering with Similarity Queries. NeurIPS Wasim Huleihel, Arya Mazumdar, Soumyabrata Pal
2021	J	`jnl`	Fuzzy Clustering with Similarity Queries. CoRR Wasim Huleihel, Arya Mazumdar, Soumyabrata Pal
2021	A	`conf`	Learning User Preferences in Non-Stationary Environments. AISTATS Wasim Huleihel, Soumyabrata Pal, Ofer Shayevitz
2021	J	`jnl`	Learning User Preferences in Non-Stationary Environments. CoRR Wasim Huleihel, Soumyabrata Pal, Ofer Shayevitz
2021	J	`jnl`	Lower Bounds on the Total Variation Distance Between Mixtures of Two Gaussians. CoRR Sami Davies, Arya Mazumdar, Soumyabrata Pal, Cyrus Rashtchian
2021	J	`jnl`	Random Subgraph Detection Using Queries. CoRR Wasim Huleihel, Arya Mazumdar, Soumyabrata Pal
2021	J	`jnl`	Semisupervised Clustering by Queries and Locally Encodable Source Coding. IEEE Trans. Inf. Theory Arya Mazumdar, Soumyabrata Pal
2021	J	`jnl`	Support Recovery in Universal One-bit Compressed Sensing. CoRR Arya Mazumdar, Soumyabrata Pal
2021	A*	`conf`	Support Recovery of Sparse Signals from a Mixture of Linear Measurements. NeurIPS Soumyabrata Pal, Arya Mazumdar, Venkata Gandikota
2021	J	`jnl`	Support Recovery of Sparse Signals from a Mixture of Linear Measurements. CoRR Venkata Gandikota, Arya Mazumdar, Soumyabrata Pal
2021	J	`jnl`	Trace Reconstruction: Generalized and Parameterized. IEEE Trans. Inf. Theory Akshay Krishnamurthy, Arya Mazumdar, Andrew McGregor, Soumyabrata Pal
2020	B	`conf`	Algebraic and Analytic Approaches for Parameter Learning in Mixture Models. ALT Akshay Krishnamurthy, Arya Mazumdar, Andrew McGregor, Soumyabrata Pal
2020	J	`jnl`	Algebraic and Analytic Approaches for Parameter Learning in Mixture Models. CoRR Akshay Krishnamurthy, Arya Mazumdar, Andrew McGregor, Soumyabrata Pal
2020	A	`conf`	High Dimensional Discrete Integration over the Hypergrid. UAI Raj Kumar Maity, Arya Mazumdar, Soumyabrata Pal
2020	A*	`conf`	Recovery of Sparse Signals from a Mixture of Linear Samples. ICML Soumyabrata Pal, Arya Mazumdar
2020	J	`jnl`	Recovery of Sparse Signals from a Mixture of Linear Samples. CoRR Arya Mazumdar, Soumyabrata Pal
2020	A*	`conf`	Recovery of sparse linear classifiers from mixture of responses. NeurIPS Venkata Gandikota, Arya Mazumdar, Soumyabrata Pal
2020	J	`jnl`	Recovery of sparse linear classifiers from mixture of responses. CoRR Venkata Gandikota, Arya Mazumdar, Soumyabrata Pal
2020	Misc	`conf`	Search Result Diversification with Guarantee of Topic Proportionality. ICTIR Sheikh Muhammad Sarwar, Raghavendra Addanki, Ali Montazeralghaem, Soumyabrata Pal, James Allan
2019	—	`conf`	Connectivity of Random Annulus Graphs and the Geometric Block Model. APPROX-RANDOM Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha
2019	A*	`conf`	Same-Cluster Querying for Overlapping Clusters. NeurIPS Wasim Huleihel, Arya Mazumdar, Muriel Médard, Soumyabrata Pal
2019	J	`jnl`	Same-Cluster Querying for Overlapping Clusters. CoRR Wasim Huleihel, Arya Mazumdar, Muriel Médard, Soumyabrata Pal
2019	A*	`conf`	Sample Complexity of Learning Mixture of Sparse Linear Regressions. NeurIPS Akshay Krishnamurthy, Arya Mazumdar, Andrew McGregor, Soumyabrata Pal
2019	J	`jnl`	Sample Complexity of Learning Mixtures of Sparse Linear Regressions. CoRR Akshay Krishnamurthy, Arya Mazumdar, Andrew McGregor, Soumyabrata Pal
2019	J	`jnl`	Semisupervised Clustering by Queries and Locally Encodable Source Coding. CoRR Arya Mazumdar, Soumyabrata Pal
2019	A	`conf`	Trace Reconstruction: Generalized and Parameterized. ESA Akshay Krishnamurthy, Arya Mazumdar, Andrew McGregor, Soumyabrata Pal
2019	J	`jnl`	Trace Reconstruction: Generalized and Parameterized. CoRR Akshay Krishnamurthy, Arya Mazumdar, Andrew McGregor, Soumyabrata Pal
2018	J	`jnl`	Connectivity in Random Annulus Graphs and the Geometric Block Model. CoRR Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha
2018	J	`jnl`	High Dimensional Discrete Integration by Hashing and Optimization. CoRR Raj Kumar Maity, Arya Mazumdar, Soumyabrata Pal
2018	—	`conf`	The Geometric Block Model and Applications. Allerton Sainyam Galhotra, Soumyabrata Pal, Arya Mazumdar, Barna Saha
2018	A*	`conf`	The Geometric Block Model. AAAI Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha
2017	—	`conf`	Semisupervised Clustering, AND-Queries and Locally Encodable Source Coding. NIPS Arya Mazumdar, Soumyabrata Pal
2017	J	`jnl`	The Geometric Block Model. CoRR Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha