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Overcoming Prior Misspecification in Online Learning to Rank.

, , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 594-614. PMLR, (2023)

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Overcoming Prior Misspecification in Online Learning to Rank., , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 594-614. PMLR, (2023)A robust simulation optimization algorithm using kriging and particle swarm optimization: Application to surgery room optimization., , and . Commun. Stat. Simul. Comput., 50 (7): 2025-2041 (2021)Non-stationary Bandits and Meta-Learning with a Small Set of Optimal Arms., , , , , and . CoRR, (2022)Meta-Learning for Simple Regret Minimization., , , and . CoRR, (2022)Guaranteed Fixed-Confidence Best Arm Identification in Multi-Armed Bandits: Simple Sequential Elimination Algorithms., , and . CoRR, (2021)Fixed-Budget Best-Arm Identification in Structured Bandits., , and . IJCAI, page 2798-2804. ijcai.org, (2022)Meta-Learning for Simple Regret Minimization., , , and . AAAI, page 6709-6717. AAAI Press, (2023)Learning Optimal and Fair Decision Trees for Non-Discriminative Decision-Making., , and . AAAI, page 1418-1426. AAAI Press, (2019)Fixed-Budget Best-Arm Identification in Contextual Bandits: A Static-Adaptive Algorithm., , and . CoRR, (2021)A data-driven robust optimization algorithm for black-box cases: An application to hyper-parameter optimization of machine learning algorithms., , and . Comput. Ind. Eng., (2021)