conftrace_

multi-play bandit

2 papers

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Co-occurring keywords · papers mentioning both

regret bound (2) multi-armed bandit (2) online ranking (1) click model (1) unimodal bandit (1) arm capacity (1) click prediction (1) learning algorithm (1) resource allocation (1) sample complexity (1)

Papers

Multi-play Multi-armed Bandits with Shareable Arm Capacities Revisited: Settling Scarce Capacity ACML 2025 UniRank: Unimodal Bandit Algorithms for Online Ranking ICML 2022