"regret guarantees" Papers

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Performative Prediction with Bandit Feedback: Learning through Reparameterization

Yatong Chen, Wei Tang, Chien-Ju Ho et al.

ICML 2024arXiv:2305.01094
12
citations

Random Exploration in Bayesian Optimization: Order-Optimal Regret and Computational Efficiency

Sudeep Salgia, Sattar Vakili, Qing Zhao

ICML 2024arXiv:2310.15351
12
citations

Randomized Confidence Bounds for Stochastic Partial Monitoring

Maxime Heuillet, Ola Ahmad, Audrey Durand

ICML 2024arXiv:2402.05002
2
citations

Reason for Future, Act for Now: A Principled Architecture for Autonomous LLM Agents

Zhihan Liu, Hao Hu, Shenao Zhang et al.

ICML 2024