conftrace_

covering constraint

3 papers

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Co-occurring keywords

packing constraint (2) vanishing regret (3) lagrangian approach (2) regression oracle (5) contextual bandit (381) multi-armed bandit (1098) pessimism optimism (1) guaranteed revenue (1) knapsack constraint (26) constraint violation (39)

Papers

Multi-armed bandits with guaranteed revenue per arm AISTATS 2024
Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression JMLR 2024
Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression COLT 2023