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

How Does Variance Shape the Regret in Contextual Bandits? NIPS 2024
Stochastic Constrained Contextual Bandits via Lyapunov Optimization Based Estimation to Decision Framework COLT 2024
Local Anti-Concentration Class: Logarithmic Regret for Greedy Linear Contextual Bandit NIPS 2024
Oracle-Efficient Hybrid Online Learning with Unknown Distribution COLT 2024
Gaussian Process Bandits for Top-k Recommendations NIPS 2024
Auto-BPA: An Enhanced Ball-Pivoting Algorithm With Adaptive Radius Using Contextual Bandits WACV 2024
Risk-Aware Continuous Control with Neural Contextual Bandits AAAI 2024
Using Adaptive Bandit Experiments to Increase and Investigate Engagement in Mental Health AAAI 2024
Nearly Minimax Optimal Regret for Multinomial Logistic Bandit NIPS 2024
Efficient Explorative Key-Term Selection Strategies for Conversational Contextual Bandits AAAI 2023
Optimal Contextual Bandits with Knapsacks under Realizability via Regression Oracles AISTATS 2023
Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems ACL 2023
Mixed-Effect Thompson Sampling AISTATS 2023
Distributionally Robust Policy Gradient for Offline Contextual Bandits AISTATS 2023
Contextual Combinatorial Bandits with Probabilistically Triggered Arms ICML 2023
Asymptotically Unbiased Off-Policy Policy Evaluation when Reusing Old Data in Nonstationary Environments AISTATS 2023
Stochastic Contextual Bandits with Long Horizon Rewards AAAI 2023
Counterfactual Learning with General Data-Generating Policies AAAI 2023
Contextual Bandits with Packing and Covering Constraints: A Modular Lagrangian Approach via Regression COLT 2023
On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits ICML 2023
Heavy-tailed linear bandit with Huber regression UAI 2023
Double Doubly Robust Thompson Sampling for Generalized Linear Contextual Bandits AAAI 2023
Online Clustering of Bandits with Misspecified User Models NIPS 2023
Individually Fair Learning with One-Sided Feedback ICML 2023
Federated Linear Contextual Bandits with User-level Differential Privacy ICML 2023