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
Open Problem: Finite-Time Instance Dependent Optimality for Stochastic Online Learning with Feedback Graphs COLT 2022
Adaptive Best-of-Both-Worlds Algorithm for Heavy-Tailed Multi-Armed Bandits ICML 2022
Bandit Data-Driven Optimization for Crowdsourcing Food Rescue Platforms AAAI 2022
Tracking Most Significant Arm Switches in Bandits COLT 2022
Adversarial Attacks on Gaussian Process Bandits ICML 2022
Simultaneously Learning Stochastic and Adversarial Bandits under the Position-Based Model AAAI 2022
Max-Min Grouped Bandits AAAI 2022
Learning the Optimal Recommendation from Explorative Users AAAI 2022
Strategies for Safe Multi-Armed Bandits with Logarithmic Regret and Risk ICML 2022
Bounded Memory Adversarial Bandits with Composite Anonymous Delayed Feedback IJCAI 2022
Partner-Aware Algorithms in Decentralized Cooperative Bandit Teams AAAI 2022
Rotting Infinitely Many-Armed Bandits ICML 2022
Stochastic Rising Bandits ICML 2022
Product Ranking for Revenue Maximization with Multiple Purchases NIPS 2022
An Online Learning Approach to Sequential User-Centric Selection Problems AAAI 2022
Minimax Optimal Algorithms for Fixed-Budget Best Arm Identification NIPS 2022
Achieving Counterfactual Fairness for Causal Bandit AAAI 2022
On Kernelized Multi-Armed Bandits with Constraints NIPS 2022
Effective Dimension in Bandit Problems under Censorship NIPS 2022
Uplifting Bandits NIPS 2022
Sequential Vaccine Allocation with Delayed Feedback IJCAI 2022
Federated online clustering of bandits UAI 2022
Dynamic Bandits with Temporal Structure IJCAI 2022
A Simple and Optimal Policy Design for Online Learning with Safety against Heavy-tailed Risk NIPS 2022