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switching regret

4 papers

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Co-occurring keywords

regret bound (1926) online learning (1777) non-stationary problem (3) adversarial bandit (59) experts problem (3) adaptive strategy (8) static regret (4) corral algorithm (1) linear bandit (124) online algorithm (445)

Papers

Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously NIPS 2024
Competing against Adaptive Strategies in Online Learning via Hints AISTATS 2023
Corralling a Larger Band of Bandits: A Case Study on Switching Regret for Linear Bandits COLT 2022
Equipping Experts/Bandits with Long-term Memory NIPS 2019