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Structured bandits

2 papers across 2 sessions

Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Greedy Algorithms for Structured Bandits: A Sharp Characterization of Asymptotic Success / Failure
#3009 · Aleksandrs Slivkins, Yunzong Xu, Shiliang Zuo

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Multimodal Bandits: Regret Lower Bounds and Optimal Algorithms
#406 · William Réveillard, Richard Combes

We develop a computationally tractable algorithm to solve the Graves-Lai problem for multimodal bandits.