Chernoff Sampling for Active Testing and Extension to Active Regression

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Chernoff Sampling for Active Testing and Extension to Active Regression

15 December 2020

Subhojyoti Mukherjee

Ardhendu Shekhar Tripathy

Robert D. Nowak

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Papers citing "Chernoff Sampling for Active Testing and Extension to Active Regression"

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Title
SaVeR: Optimal Data Collection Strategy for Safe Policy Evaluation in Tabular MDP Subhojyoti Mukherjee Josiah P. Hanna Robert Nowak OffRL 100 0 0 04 Jun 2024
Optimal Design for Human Feedback Subhojyoti Mukherjee Anusha Lalitha Kousha Kalantari Aniket Deshmukh Ge Liu Yifei Ma Branislav Kveton 72 0 0 22 Apr 2024
Experimental Design for Active Transductive Inference in Large Language Models Subhojyoti Mukherjee Anusha Lalitha Aniket Deshmukh Ge Liu Yifei Ma Branislav Kveton LRM 93 1 0 12 Apr 2024
Likelihood Ratio Confidence Sets for Sequential Decision Making N. Emmenegger Mojmír Mutný Andreas Krause 37 10 0 08 Nov 2023
Multi-task Representation Learning for Pure Exploration in Bilinear Bandits Subhojyoti Mukherjee Qiaomin Xie Josiah P. Hanna Robert D. Nowak 126 6 0 01 Nov 2023
Efficient and Interpretable Bandit Algorithms Subhojyoti Mukherjee Ruihao Zhu Branislav Kveton FAtt 58 2 0 23 Oct 2023
SPEED: Experimental Design for Policy Evaluation in Linear Heteroscedastic Bandits Subhojyoti Mukherjee Qiaomin Xie Josiah P. Hanna R. Nowak OffRL 101 5 0 29 Jan 2023
Safety Aware Changepoint Detection for Piecewise i.i.d. Bandits Subhojyoti Mukherjee 41 1 0 27 May 2022
ReVar: Strengthening Policy Evaluation via Reduced Variance Sampling Subhojyoti Mukherjee Josiah P. Hanna Robert D. Nowak OffRL 99 15 0 09 Mar 2022
Fast Rates in Pool-Based Batch Active Learning Claudio Gentile Zhilei Wang Tong Zhang 80 16 0 11 Feb 2022