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Soumyabrata Pal
Soumyabrata Pal
Adobe Research, India
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Titel
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Citeret af
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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
522021
The geometric block model
S Galhotra, A Mazumdar, S Pal, B Saha
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
442018
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
202019
Connectivity in random annulus graphs and the geometric block model
S Galhotra, A Mazumdar, S Pal, B Saha
arXiv preprint arXiv:1804.05013, 2018
182018
Same-cluster querying for overlapping clusters
W Huleihel, A Mazumdar, M Médard, S Pal
Advances in Neural Information Processing Systems 32, 2019
172019
Semisupervised clustering, and-queries and locally encodable source coding
A Mazumdar, S Pal
Advances in Neural Information Processing Systems 30, 2017
172017
Online low rank matrix completion
P Jain, S Pal
arXiv preprint arXiv:2209.03997, 2022
142022
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
142022
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
132022
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
122023
Support recovery in universal one-bit compressed sensing
A Mazumdar, S Pal
arXiv preprint arXiv:2107.09091, 2021
122021
Learning user preferences in non-stationary environments
W Huleihel, S Pal, O Shayevitz
International Conference on Artificial Intelligence and Statistics, 1432-1440, 2021
122021
Recovery of sparse signals from a mixture of linear samples
S Pal, A Mazumdar
International Conference on Machine Learning, 7466-7475, 2020
122020
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
102021
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
102020
Algebraic and analytic approaches for parameter learning in mixture models
A Krishnamurthy, A Mazumdar, A McGregor, S Pal
Algorithmic Learning Theory, 468-489, 2020
92020
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
82020
Random subgraph detection using queries
W Huleihel, A Mazumdar, S Pal
Journal of Machine Learning Research 25 (126), 1-25, 2024
62024
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
62023
Efficacy of some newer insecticides against mustard aphid, Lipaphis erysimi Kalt
S Choudhary, S Pal
Shashpa 12 (2), 125-126, 2005
52005
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Artikler 1–20