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Subhojyoti Mukherjee
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Thresholding bandits with Augmented UCB
S Mukherjee, KP Naveen, N Sudarsanam, B Ravindran
Proceedings of the Twenty-Sixth International Joint Conference on Artificial …, 2017
312017
A unified approach to translate classical bandit algorithms to the structured bandit setting
S Gupta, S Chaudhari, S Mukherjee, G Joshi, O Yağan
IEEE Journal on Selected Areas in Information Theory 1 (3), 840-853, 2020
28*2020
A unified approach to translate classical bandit algorithms to structured bandits
S Gupta, S Chaudhari, S Mukherjee, G Joshi, O Yağan
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
152021
Nearly Optimal Algorithms for Level Set Estimation
B Mason, R Camilleri, S Mukherjee, K Jamieson, R Nowak, L Jain
Proceedings of The 25th International Conference on Artificial Intelligence …, 2021
142021
Efficient-ucbv: An almost optimal algorithm using variance estimates
S Mukherjee, KP Naveen, N Sudarsanam, B Ravindran
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
142018
Distribution-dependent and time-uniform bounds for piecewise iid bandits
S Mukherjee, OA Maillard
arXiv preprint arXiv:1905.13159, 2019
13*2019
Chernoff sampling for active testing and extension to active regression
S Mukherjee, AS Tripathy, R Nowak
International Conference on Artificial Intelligence and Statistics, 7384-7432, 2022
9*2022
Revar: Strengthening policy evaluation via reduced variance sampling
S Mukherjee, JP Hanna, RD Nowak
Uncertainty in Artificial Intelligence, 1413-1422, 2022
62022
Speed: Experimental design for policy evaluation in linear heteroscedastic bandits
S Mukherjee, Q Xie, J Hanna, R Nowak
arXiv preprint arXiv:2301.12357, 2023
32023
Latent ranked bandits
S Mukherjee, B Kveton, AB Rao
22019
Multi-task Representation Learning for Pure Exploration in Bilinear Bandits
S Mukherjee, Q Xie, J Hanna, R Nowak
Advances in Neural Information Processing Systems 36, 2024
2024
Efficient and Interpretable Bandit Algorithms
S Mukherjee, R Zhu, B Kveton
arXiv preprint arXiv:2310.14751, 2023
2023
Safety Aware Changepoint Detection for Piecewise iid Bandits
S Mukherjee
Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial …, 2022
2022
Finite-time Analysis of Frequentist Strategies for Multi-armed Bandits
S MUKHERJEE
2018
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