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bandit feedback

118 papers

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Co-occurring keywords

regret bound (1926) online learning (1777) multi-armed bandit (1098) multiclass classification (181) multi-agent system (1819) online convex optimization (165) markov decision process (790) reinforcement learning (4352) stochastic optimization (1060) online algorithm (445)

Papers

Non-stochastic Budgeted Online Pricing with Semi-Bandit Feedback AAAI 2025
Online Learning of Coalition Structures by Selfish Agents AAAI 2025
Adaptive Client Sampling in Federated Learning via Online Learning with Bandit Feedback JMLR 2025
Online Nonsubmodular Optimization with Delayed Feedback in the Bandit Setting AAAI 2025
Learning Fair Division from Bandit Feedback AISTATS 2024
Data-Driven Online Model Selection With Regret Guarantees AISTATS 2024
Initializing Services in Interactive ML Systems for Diverse Users NIPS 2024
Multiclass Online Learnability under Bandit Feedback ALT 2024
Improved learning rates in multi-unit uniform price auctions NIPS 2024
Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs NIPS 2024
Contextual Linear Optimization with Bandit Feedback NIPS 2024
On the price of exact truthfulness in incentive-compatible online learning with bandit feedback: a regret lower bound for WSU-UX AISTATS 2024
Sum-max Submodular Bandits AISTATS 2024
Nearly Minimax Optimal Submodular Maximization with Bandit Feedback NIPS 2024
The Real Price of Bandit Information in Multiclass Classification COLT 2024
Improved Algorithm for Adversarial Linear Mixture MDPs with Bandit Feedback and Unknown Transition AISTATS 2024
Optimal Clustering with Bandit Feedback JMLR 2024
Beating Adversarial Low-Rank MDPs with Unknown Transition and Bandit Feedback NIPS 2024
Fast Rates for Bandit PAC Multiclass Classification NIPS 2024
Boosted Off-Policy Learning AISTATS 2023
Multi-channel Autobidding with Budget and ROI Constraints ICML 2023
Mixing Predictions for Online Metric Algorithms ICML 2023
Improved Algorithms for Multi-period Multi-class Packing Problems with Bandit Feedback ICML 2023
Online Optimization over Riemannian Manifolds JMLR 2023
A Framework for Adapting Offline Algorithms to Solve Combinatorial Multi-Armed Bandit Problems with Bandit Feedback ICML 2023