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Sutanu Gayen
Sutanu Gayen
Assistant Professor, IIT Kanpur
E-mailová adresa ověřena na: cse.iitk.ac.in - Domovská stránka
Název
Citace
Citace
Rok
Near-optimal learning of tree-structured distributions by Chow-Liu
A Bhattacharyya, S Gayen, E Price, NV Vinodchandran
Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing …, 2021
302021
Efficient distance approximation for structured high-dimensional distributions via learning
A Bhattacharyya, S Gayen, KS Meel, NV Vinodchandran
Advances in Neural Information Processing Systems 33, 14699-14711, 2020
192020
Kmerestimate: A streaming algorithm for estimating k-mer counts with optimal space usage
S Behera, S Gayen, JS Deogun, NV Vinodchandran
Proceedings of the 2018 ACM International Conference on Bioinformatics …, 2018
152018
On Approximating Total Variation Distance
A Bhattacharyya, S Gayen, KS Meel, D Myrisiotis, A Pavan, ...
arXiv preprint arXiv:2206.07209, 2022
142022
Learning and Sampling of Atomic Interventions from Observations
A Bhattacharyya, S Gayen, S Kandasamy, A Maran, VN Variyam
International Conference on Machine Learning, 842-853, 2020
12*2020
Efficient interventional distribution learning in the PAC framework
A Bhattacharyya, S Gayen, S Kandasamy, V Raval, VN Variyam
International Conference on Artificial Intelligence and Statistics, 7531-7549, 2022
6*2022
Testing Product Distributions: A Closer Look
A Bhattacharyya, S Gayen, S Kandasamy, NV Vinodchandran
Algorithmic Learning Theory, 367-396, 2021
42021
Perfect Zero Knowledge: New Upperbounds and Relativized Separations
P Dixon, S Gayen, A Pavan, NV Vinodchandran
Theory of Cryptography Conference, 684-704, 2020
42020
Learning Sparse Fixed-Structure Gaussian Bayesian Networks
A Bhattacharyya, D Choo, R Gajjala, S Gayen, Y Wang
International Conference on Artificial Intelligence and Statistics, 9400-9429, 2022
22022
New algorithms for distributed sliding windows
S Gayen, NV Vinodchandran
16th Scandinavian Symposium and Workshops on Algorithm Theory (SWAT 2018), 2018
22018
Algorithms for k-median Clustering over Distributed Streams
S Gayen, NV Vinodchandran
Computing and Combinatorics: 22nd International Conference, COCOON 2016, Ho …, 2016
22016
Total Variation Distance Estimation Is as Easy as Probabilistic Inference
A Bhattacharyya, S Gayen, KS Meel, D Myrisiotis, A Pavan, ...
arXiv preprint arXiv:2309.09134, 2023
2023
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Články 1–12