conftrace_

multi-armed bandit

1098 papers

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Also known as

MAB

Co-occurring keywords

regret bound (1926) online learning (1777) stochastic optimization (1060) thompson sampling (237) upper confidence bound (197) regret minimization (315) online algorithm (445) sample complexity (1169) contextual bandit (381) best arm identification (85)

Papers

Online Learning and Pricing for Network Revenue Management with Reusable Resources NIPS 2022
Achieving Counterfactual Fairness for Causal Bandit AAAI 2022
Congested Bandits: Optimal Routing via Short-term Resets ICML 2022
Instance-Sensitive Algorithms for Pure Exploration in Multinomial Logit Bandit AAAI 2022
MABSplit: Faster Forest Training Using Multi-Armed Bandits NIPS 2022
Thompson Sampling for (Combinatorial) Pure Exploration ICML 2022
Thompson Sampling for Robust Transfer in Multi-Task Bandits ICML 2022
Best of Both Worlds Model Selection NIPS 2022
A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk NIPS 2022
Jointly Efficient and Optimal Algorithms for Logistic Bandits AISTATS 2022
A Survey of Risk-Aware Multi-Armed Bandits IJCAI 2022
MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion AAAI 2022
Linear Combinatorial Semi-Bandit with Causally Related Rewards IJCAI 2022
Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications IJCAI 2022
Multi-Armed Bandit Problem with Temporally-Partitioned Rewards: When Partial Feedback Counts IJCAI 2022
Thompson Sampling for Bandit Learning in Matching Markets IJCAI 2022
Fixed-Budget Best-Arm Identification in Structured Bandits IJCAI 2022
Best Heuristic Identification for Constraint Satisfaction IJCAI 2022
Exact simulation of diffusion first exit times: algorithm acceleration JMLR 2022
Effective Dimension in Bandit Problems under Censorship NIPS 2022
UniRank: Unimodal Bandit Algorithms for Online Ranking ICML 2022
Maximizing and Satisficing in Multi-armed Bandits with Graph Information NIPS 2022
Tractable Optimality in Episodic Latent MABs NIPS 2022
Uplifting Bandits NIPS 2022
On the Complexity of Adversarial Decision Making NIPS 2022