most citedGeneralization Analysis for Game-Theoretic Machine Learning

3 citations · 3 across the 2 of their papers we have counts for

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cs.LG2026

Sample-Mean Anchored Thompson Sampling for Offline-to-Online Learning with Distribution Shift

Bochao Li, Yao Fu, Wei Chen +1

Offline-to-online learning aims to improve online decision-making by leveraging offline logged data. A central challenge in this setting is the distribution shift between offline a…

cs.LG2014★ 3 cited

Generalization Analysis for Game-Theoretic Machine Learning

Haifang Li, Fei Tian, Wei Chen +2

For Internet applications like sponsored search, cautions need to be taken when using machine learning to optimize their mechanisms (e.g., auction) since self-interested agents in…