conftrace_

contextual bandit

381 papers

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Also known as

CB

Co-occurring keywords

regret bound (1926) online learning (1777) multi-armed bandit (1098) thompson sampling (237) upper confidence bound (197) online algorithm (445) off-policy evaluation (144) linear bandit (124) reinforcement learning (4352) recommendation system (294)

Papers

Confident Off-Policy Evaluation and Selection through Self-Normalized Importance Weighting AISTATS 2021
Parallelizing Thompson Sampling NIPS 2021
Doubly Robust Thompson Sampling with Linear Payoffs NIPS 2021
The Pareto Frontier of model selection for general Contextual Bandits NIPS 2021
Efficient First-Order Contextual Bandits: Prediction, Allocation, and Triangular Discrimination NIPS 2021
Risk Minimization from Adaptively Collected Data: Guarantees for Supervised and Policy Learning NIPS 2021
Bayesian decision-making under misspecified priors with applications to meta-learning NIPS 2021
Generalized Linear Bandits with Local Differential Privacy NIPS 2021
Off-Policy Risk Assessment in Contextual Bandits NIPS 2021
Design of Experiments for Stochastic Contextual Linear Bandits NIPS 2021
Post-Contextual-Bandit Inference NIPS 2021
Contextual Recommendations and Low-Regret Cutting-Plane Algorithms NIPS 2021
Decision Making Problems with Funnel Structure: A Multi-Task Learning Approach with Application to Email Marketing Campaigns AISTATS 2021
Contextual Blocking Bandits AISTATS 2021
Tight Regret Bounds for Infinite-armed Linear Contextual Bandits AISTATS 2021
Self-Concordant Analysis of Generalized Linear Bandits with Forgetting AISTATS 2021
Unifying Clustered and Non-stationary Bandits AISTATS 2021
Tractable contextual bandits beyond realizability AISTATS 2021
An Efficient Algorithm For Generalized Linear Bandit: Online Stochastic Gradient Descent and Thompson Sampling AISTATS 2021
Bandits with Knapsacks beyond the Worst Case NIPS 2021
Federated Linear Contextual Bandits NIPS 2021
Optimal Algorithms for Stochastic Contextual Preference Bandits NIPS 2021
Individual Fairness in Hindsight JMLR 2021
Confidence-Budget Matching for Sequential Budgeted Learning ICML 2021
Non-Stationary Off-Policy Optimization AISTATS 2021