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

Off-Policy Evaluation for Large Action Spaces via Embeddings ICML 2022
Coordinated Attacks against Contextual Bandits: Fundamental Limits and Defense Mechanisms ICML 2022
Stochastic Contextual Dueling Bandits under Linear Stochastic Transitivity Models ICML 2022
Thresholded Lasso Bandit ICML 2022
Expected Improvement for Contextual Bandits NIPS 2022
Efficient Online Bayesian Inference for Neural Bandits AISTATS 2022
Local Metric Learning for Off-Policy Evaluation in Contextual Bandits with Continuous Actions NIPS 2022
Contextual Bandits with Knapsacks for a Conversion Model NIPS 2022
Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms NIPS 2022
Effective Dimension in Bandit Problems under Censorship NIPS 2022
Efficient Kernelized UCB for Contextual Bandits AISTATS 2022
Group Meritocratic Fairness in Linear Contextual Bandits NIPS 2022
Breaking the $\sqrtT$ Barrier: Instance-Independent Logarithmic Regret in Stochastic Contextual Linear Bandits ICML 2022
Instance-optimal PAC Algorithms for Contextual Bandits NIPS 2022
Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds NIPS 2022
Improved Algorithms for Misspecified Linear Markov Decision Processes AISTATS 2022
Communication Efficient Federated Learning for Generalized Linear Bandits NIPS 2022
Factored DRO: Factored Distributionally Robust Policies for Contextual Bandits NIPS 2022
Pessimism for Offline Linear Contextual Bandits using $\ell_p$ Confidence Sets NIPS 2022
Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks AISTATS 2022
Encrypted Linear Contextual Bandit AISTATS 2022
Conformal Off-Policy Prediction in Contextual Bandits NIPS 2022
Learning from Distributed Users in Contextual Linear Bandits Without Sharing the Context NIPS 2022
Model Selection in Batch Policy Optimization ICML 2022
Inverse Contextual Bandits: Learning How Behavior Evolves over Time ICML 2022