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

Simultaneously Learning Stochastic and Adversarial Bandits with General Graph Feedback ICML 2022
Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed Bandits ICML 2022
Tracking Most Significant Arm Switches in Bandits COLT 2022
Adversarial Attacks on Gaussian Process Bandits ICML 2022
On Kernelized Multi-Armed Bandits with Constraints NIPS 2022
Strategies for Safe Multi-Armed Bandits with Logarithmic Regret and Risk ICML 2022
Towards Agnostic Feature-based Dynamic Pricing: Linear Policies vs Linear Valuation with Unknown Noise AISTATS 2022
A Bayesian Approach for Stochastic Continuum-armed Bandit with Long-term Constraints AISTATS 2022
Thompson Sampling with a Mixture Prior AISTATS 2022
Product Ranking for Revenue Maximization with Multiple Purchases NIPS 2022
Minimax Optimal Algorithms for Fixed-Budget Best Arm Identification NIPS 2022
Open Problem: Finite-Time Instance Dependent Optimality for Stochastic Online Learning with Feedback Graphs COLT 2022
Effective Dimension in Bandit Problems under Censorship NIPS 2022
No Weighted-Regret Learning in Adversarial Bandits with Delays JMLR 2022
Metalearning Linear Bandits by Prior Update AISTATS 2022
Modeling Attrition in Recommender Systems with Departing Bandits AAAI 2022
Jointly Efficient and Optimal Algorithms for Logistic Bandits AISTATS 2022
TRAttack: Text Rewriting Attack Against Text Retrieval ACL 2022
Saving Stochastic Bandits from Poisoning Attacks via Limited Data Verification AAAI 2022
Towards Optimal Algorithms for Multi-Player Bandits without Collision Sensing Information COLT 2022
Same State, Different Task: Continual Reinforcement Learning without Interference AAAI 2022
MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion AAAI 2022
A Last Switch Dependent Analysis of Satiation and Seasonality in Bandits AISTATS 2022
Gaussian Process Bandits with Aggregated Feedback AAAI 2022
Matching in Multi-arm Bandit with Collision NIPS 2022