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logistic bandit

8 papers

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Co-occurring keywords · papers mentioning both

regret bound (6) multi-armed bandit (4) online learning (3) confidence set (2) generalized linear model (2) regret minimization (2) computational efficiency (2) optimal algorithm (1) confidence sequence (1) problem-dependent guarantee (1)

Papers

A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits NeurIPS 2024 Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion AISTATS 2024 Online (Multinomial) Logistic Bandit: Improved Regret and Constant Computation Cost NeurIPS 2023 An Experimental Design Approach for Regret Minimization in Logistic Bandits AAAI 2022 Jointly Efficient and Optimal Algorithms for Logistic Bandits AISTATS 2022 Instance-Wise Minimax-Optimal Algorithms for Logistic Bandits AISTATS 2021 Improved Optimistic Algorithms for Logistic Bandits ICML 2020 On the Performance of Thompson Sampling on Logistic Bandits COLT 2019