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Miniature of Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes Versus Policy Learning

Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes Versus Policy Learning

Miniature of Speed Up the Cold-Start Learning in Two-Sided Bandits with Many Arms

Speed Up the Cold-Start Learning in Two-Sided Bandits with Many Arms

Miniature of Advertising Media and Target Audience Optimization via High-Dimensional Bandits

Advertising Media and Target Audience Optimization via High-Dimensional Bandits

Miniature of Optimal Model Selection in Contextual Bandits with Many Classes Via Offline Oracles

Optimal Model Selection in Contextual Bandits with Many Classes Via Offline Oracles

Miniature of Off-Policy Evaluation Via Adaptive Weighting with Data from Contextual Bandits

Off-Policy Evaluation Via Adaptive Weighting with Data from Contextual Bandits

Miniature of Policy Learning with Adaptively Collected Data

Policy Learning with Adaptively Collected Data

Miniature of Adapting to Misspecification in Contextual Bandits with Offline Regression Oracles

Adapting to Misspecification in Contextual Bandits with Offline Regression Oracles

Miniature of Tractable Contextual Bandits Beyond Realizability

Tractable Contextual Bandits Beyond Realizability

Miniature of On Frequentist Regret of Linear Thompson Sampling

On Frequentist Regret of Linear Thompson Sampling

Miniature of The Unreasonable Effectiveness of Greedy Algorithms in Multi-Armed Bandit with Many Arms

The Unreasonable Effectiveness of Greedy Algorithms in Multi-Armed Bandit with Many Arms

Miniature of Survey Bandits with Regret Guarantees

Survey Bandits with Regret Guarantees

Miniature of A General Theory of the Stochastic Linear Bandit and Its Applications

A General Theory of the Stochastic Linear Bandit and Its Applications

Miniature of Confidence Intervals for Policy Evaluation in Adaptive Experiments

Confidence Intervals for Policy Evaluation in Adaptive Experiments

Miniature of Best Arm Identification in Generalized Linear Bandits

Best Arm Identification in Generalized Linear Bandits

Miniature of Offline Multi-Action Policy Learning: Generalization and Optimization

Offline Multi-Action Policy Learning: Generalization and Optimization

Miniature of Estimation Considerations in Contextual Bandits

Estimation Considerations in Contextual Bandits

Miniature of Mostly Exploration-Free Algorithms for Contextual Bandits

Mostly Exploration-Free Algorithms for Contextual Bandits

Miniature of Dynamic Learning of Patient Response Types: An Application to Treating Chronic Diseases

Dynamic Learning of Patient Response Types: An Application to Treating Chronic Diseases

Miniature of Choosing a Good Toolkit: An Essay in Behavioral Economics

Choosing a Good Toolkit: An Essay in Behavioral Economics