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20242026
most citedAssouad, Fano, and Le Cam with Interaction: A Unifying Lower Bound Framework and Characterization for Bandit Learnability

1 citations · 1 across the 13 of their papers we have counts for

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math.ST2025

Sigmoid-FTRL: Design-Based Adaptive Neyman Allocation for AIPW Estimators

Fangyi Chen, Shu Ge, Jian Qian +1

We consider the problem of Adaptive Neyman Allocation for the class of AIPW estimators in a design-based setting, where potential outcomes and covariates are deterministic. As each…

stat.ML2025

Evolution of Information in Interactive Decision Making: A Case Study for Multi-Armed Bandits

Yuzhou Gu, Yanjun Han, Jian Qian

We study the evolution of information in interactive decision making through the lens of a stochastic multi-armed bandit problem. Focusing on a fundamental example where a unique o…