Soumyabrata Pal

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Arya MazumdarUniversity of California, San DiegoVerified email at ucsd.edu
Andrew McGregorUniversity of Massachusetts, AmherstVerified email at cs.umass.edu
Barna SahaHarry E. Gruber Endowed Chair Professor, University of California San DiegoVerified email at ucsd.edu
Sainyam GalhotraCornell UniversityVerified email at cornell.edu
Prateek JainGoogle Research IndiaVerified email at google.com
Akshay KrishnamurthyUniversity of Massachusetts AmherstVerified email at cs.umass.edu
Wasim HuleihelAssistant Professor, Tel-Aviv UniversityVerified email at tauex.tau.ac.il
Arun Sai SuggalaGoogle ResearchVerified email at google.com
Rajat SenGoogleVerified email at utexas.edu
Avishek GhoshAssistant Professor, Dept. of Computer Science & Engg., IIT BombayVerified email at iitb.ac.in
Karthikeyan ShanmugamResearch Scientist, Google Research IndiaVerified email at google.com
Venkata GandikotaSyracuse UniversityVerified email at syr.edu
Muriel MedardProfessor of EECS, MITVerified email at mit.edu
Ofer ShayevitzTel Aviv UniversityVerified email at eng.tau.ac.il
Cyrus RashtchianGoogle ResearchVerified email at eng.ucsd.edu
Sami DaviesSimons Institute, UC BerkeleyVerified email at berkeley.edu
James AllanUniversity of Massachusetts AmherstVerified email at cs.umass.edu
Raghavendra AddankiAdobe ResearchVerified email at adobe.com
Ali Montazeralghaem (Montazer)University of Massachusetts AmherstVerified email at cs.umass.edu
Prateek VarshneyIndian Institute of Technology KanpurVerified email at google.com

Soumyabrata Pal

Adobe Research, India

Verified email at adobe.com - Homepage

LLM Efficiency Machine Learning Theory Applied Statistics


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Trace reconstruction: Generalized and parameterized A Krishnamurthy, A Mazumdar, A McGregor, S Pal IEEE Transactions on Information Theory 67 (6), 3233-3250, 2021	52	2021
The geometric block model S Galhotra, A Mazumdar, S Pal, B Saha Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018	45	2018
Sample complexity of learning mixture of sparse linear regressions A Krishnamurthy, A Mazumdar, A McGregor, S Pal Advances in Neural Information Processing Systems 32, 2019	20	2019
Connectivity in random annulus graphs and the geometric block model S Galhotra, A Mazumdar, S Pal, B Saha arXiv preprint arXiv:1804.05013, 2018	18	2018
Same-cluster querying for overlapping clusters W Huleihel, A Mazumdar, M Médard, S Pal Advances in Neural Information Processing Systems 32, 2019	17	2019
Semisupervised clustering, and-queries and locally encodable source coding A Mazumdar, S Pal Advances in Neural Information Processing Systems 30, 2017	17	2017
Online low rank matrix completion P Jain, S Pal arXiv preprint arXiv:2209.03997, 2022	14	2022
On learning mixture of linear regressions in the non-realizable setting S Pal, A Mazumdar, R Sen, A Ghosh International Conference on Machine Learning, 17202-17220, 2022	14	2022
Lower bounds on the total variation distance between mixtures of two gaussians S Davies, A Mazumdar, S Pal, C Rashtchian International Conference on Algorithmic Learning Theory, 319-341, 2022	12	2022
Learning user preferences in non-stationary environments W Huleihel, S Pal, O Shayevitz International Conference on Artificial Intelligence and Statistics, 1432-1440, 2021	12	2021
Recovery of sparse signals from a mixture of linear samples S Pal, A Mazumdar International Conference on Machine Learning, 7466-7475, 2020	12	2020
Support recovery in universal one-bit compressed sensing A Mazumdar, S Pal arXiv preprint arXiv:2107.09091, 2021	11	2021
Support recovery of sparse signals from a mixture of linear measurements S Pal, A Mazumdar, V Gandikota Advances in Neural Information Processing Systems 34, 19082-19094, 2021	10	2021
Recovery of sparse linear classifiers from mixture of responses V Gandikota, A Mazumdar, S Pal Advances in Neural Information Processing Systems 33, 14688-14698, 2020	10	2020
Efficacy of some newer insecticides against mustard aphid, Lipaphis erysimi Kalt S Choudhary, S Pal New Delhi, India 12 (2), 125-126, 2005	9	2005
Optimal algorithms for latent bandits with cluster structure S Pal, AS Suggala, K Shanmugam, P Jain International Conference on Artificial Intelligence and Statistics, 7540-7577, 2023	8	2023
Search result diversification with guarantee of topic proportionality SM Sarwar, R Addanki, A Montazeralghaem, S Pal, J Allan Proceedings of the 2020 ACM SIGIR on International Conference on Theory of …, 2020	8	2020
Algebraic and analytic approaches for parameter learning in mixture models A Krishnamurthy, A Mazumdar, A McGregor, S Pal Algorithmic Learning Theory, 468-489, 2020	8	2020
Random subgraph detection using queries W Huleihel, A Mazumdar, S Pal Journal of Machine Learning Research 25 (126), 1-25, 2024	6	2024
Community recovery in the geometric block model S Galhotra, A Mazumdar, S Pal, B Saha Journal of Machine Learning Research 24 (338), 1-53, 2023	6	2023

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