ICML "regret analysis" Papers

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A General Online Algorithm for Optimizing Complex Performance Metrics

Wojciech Kotlowski, Marek Wydmuch, Erik Schultheis et al.

ICML 2024poster

High-dimensional Linear Bandits with Knapsacks

Wanteng Ma, Dong Xia, Jiashuo Jiang

ICML 2024posterarXiv:2311.01327

Matroid Semi-Bandits in Sublinear Time

Ruo-Chun Tzeng, Naoto Ohsaka, Kaito Ariu

ICML 2024posterarXiv:2405.17968

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

Kwang-Sung Jun, Jungtaek Kim

ICML 2024posterarXiv:2402.07341

On Multi-Armed Bandit with Impatient Arms

Yuming Shao, Zhixuan Fang

ICML 2024poster

Provable Interactive Learning with Hindsight Instruction Feedback

Dipendra Misra, Aldo Pacchiano, Robert Schapire

ICML 2024posterarXiv:2404.09123

Provably Efficient Partially Observable Risk-sensitive Reinforcement Learning with Hindsight Observation

Tonghe Zhang, Yu Chen, Longbo Huang

ICML 2024posterarXiv:2402.18149