conftrace_

regression oracle

5 papers

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Co-occurring keywords

contextual bandit (381) regret bound (1926) covering constraint (3) packing constraint (2) vanishing regret (3) lagrangian approach (2) knapsack problem (39) multi-armed bandit (1098) online learning (1777) resource consumption (10)

Papers

Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression JMLR 2024
Optimal Contextual Bandits with Knapsacks under Realizability via Regression Oracles AISTATS 2023
Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression COLT 2023
Adapting to Misspecification in Contextual Bandits NIPS 2020
Practical Contextual Bandits with Regression Oracles ICML 2018