引用次数
引用: 170
H-指数: 7
I10-指数 : 7
出版物: 21
Finite-time Analysis of Frequentist Strategies for Multi-armed Bandits
SUBHOJYOTI MUKHERJEE
2018
Latent Ranked Bandits
Subhojyoti Mukherjee , Anup B. Rao , Branislav Kveton
2019
A Unified Approach to Translate Classical Bandit Algorithms to Structured Bandits
Osman Yagan , Gauri Joshi , Subhojyoti Mukherjee , Samarth Gupta
international conference on acoustics speech and signal processing
2021
A Unified Approach to Translate Classical Bandit Algorithms to the Structured Bandit Setting
Samarth Gupta , Shreyas Chaudhari , Subhojyoti Mukherjee , Gauri Joshi
IEEE Journal on Selected Areas in Information Theory 1 ( 3) 840 -853
2
2020
Nearly optimal algorithms for level set estimation
Blake Mason , Romain Camilleri , Subhojyoti Mukherjee , Kevin Jamieson
arXiv preprint arXiv:2111.01768
14
2021
Chernoff sampling for active testing and extension to active regression
Subhojyoti Mukherjee , Ardhendu S Tripathy , Robert Nowak
International Conference on Artificial Intelligence and Statistics 7384 -7432
9
2022
Revar: Strengthening policy evaluation via reduced variance sampling
Subhojyoti Mukherjee , Josiah P Hanna , Robert D Nowak
Uncertainty in Artificial Intelligence 1413 -1422
8
2022
Speed: Experimental design for policy evaluation in linear heteroscedastic bandits
Subhojyoti Mukherjee , Qiaomin Xie , Josiah P Hanna , Robert Nowak
International Conference on Artificial Intelligence and Statistics 2962 -2970
6
2024
Multi-task Representation Learning for Pure Exploration in Bilinear Bandits
Subhojyoti Mukherjee , Qiaomin Xie , Josiah Hanna , Robert Nowak
Advances in Neural Information Processing Systems 36
1
2024
Efficient and Interpretable Bandit Algorithms
Subhojyoti Mukherjee , Ruihao Zhu , Branislav Kveton
arXiv preprint arXiv:2310.14751
1
2023
Experimental Design for Active Transductive Inference in Large Language Models
Subhojyoti Mukherjee , Ge Liu , Aniket Deshmukh , Anusha Lalitha
arXiv preprint arXiv:2404.08846
2024
Thresholding bandits with augmented ucb
Subhojyoti Mukherjee , Kolar Purushothama Naveen , Nandan Sudarsanam , Balaraman Ravindran
arXiv preprint arXiv:1704.02281
31
2017
Efficient-ucbv: An almost optimal algorithm using variance estimates
Subhojyoti Mukherjee , KP Naveen , Nandan Sudarsanam , Balaraman Ravindran
Proceedings of the AAAI Conference on Artificial Intelligence 32 ( 1)
14
2018
Distribution-dependent and time-uniform bounds for piecewise iid bandits
Subhojyoti Mukherjee , Odalric-Ambrym Maillard
arXiv preprint arXiv:1905.13159
11
2019
Pretraining Decision Transformers with Reward Prediction for In-Context Multi-task Structured Bandit Learning
Subhojyoti Mukherjee , Josiah P Hanna , Qiaomin Xie , Robert Nowak
arXiv preprint arXiv:2406.05064
2024
Off-Policy Evaluation from Logged Human Feedback
Aniruddha Bhargava , Lalit Jain , Branislav Kveton , Ge Liu
arXiv preprint arXiv:2406.10030
2024
Optimal Design for Human Preference Elicitation
Subhojyoti Mukherjee , Anusha Lalitha , Kousha Kalantari , Aniket Deshmukh
Advances in Neural Information Processing Systems 37
3
2024
SaVeR: Optimal Data Collection Strategy for Safe Policy Evaluation in Tabular MDP
Subhojyoti Mukherjee , Josiah P Hanna , Robert Nowak
International Conference on Machine Learning (ICML 2024)
1
2024
Safety Aware Changepoint Detection for Piecewise iid Bandits
Subhojyoti Mukherjee
Proceedings of the Thirty-Eighth Conference on Uncertainty in Artificial Intelligence 180 1402 -1412
1
2022
ACTIVE SEQUENTIAL HYPOTHESIS TESTING WITH EXTENSION TO ACTIVE REGRESSION AND MULTI-ARMED BANDITS
Subhojyoti Mukherjee
2021