ICML "linear bandits" Papers

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Bayesian Regret Minimization in Offline Bandits

Marek Petrik, Guy Tennenholtz, Mohammad Ghavamzadeh

ICML 2024poster

Causal Bandits: The Pareto Optimal Frontier of Adaptivity, a Reduction to Linear Bandits, and Limitations around Unknown Marginals

Ziyi Liu, Idan Attias, Daniel Roy

ICML 2024poster

Feel-Good Thompson Sampling for Contextual Dueling Bandits

Xuheng Li, Heyang Zhao, Quanquan Gu

ICML 2024poster

High-dimensional Linear Bandits with Knapsacks

Wanteng Ma, Dong Xia, Jiashuo Jiang

ICML 2024poster

Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian Optimization

Kwang-Sung Jun, Jungtaek Kim

ICML 2024poster