{"total":28,"rows":[{"id":"2203.01303","title":"An Analysis of Ensemble Sampling","created":"2022-03-02","cited_by_count":24,"area":null},{"id":"2201.09910","title":"Learning Neural Contextual Bandits Through Perturbed Rewards","created":"2022-01-24","cited_by_count":17,"area":null},{"id":"2111.03290","title":"Maillard Sampling: Boltzmann Exploration Done Optimally","created":"2021-11-05","cited_by_count":13,"area":null},{"id":"2105.09232","title":"Diffusion Approximations for Thompson Sampling in the Small Gap Regime","created":"2021-05-19","cited_by_count":12,"area":null},{"id":"2209.14414","title":"Optimistic Posterior Sampling for Reinforcement Learning with Few Samples and Tight Guarantees","created":"2022-09-28","cited_by_count":12,"area":null},{"id":"2106.10935","title":"On Limited-Memory Subsampling Strategies for Bandits","created":"2021-06-21","cited_by_count":8,"area":null},{"id":"2202.11474","title":"Residual Bootstrap Exploration for Stochastic Linear Bandit","created":"2022-02-23","cited_by_count":8,"area":null},{"id":"2303.07154","title":"Differential Good Arm Identification","created":"2023-03-13","cited_by_count":8,"area":null},{"id":"2305.03784","title":"Neural Exploitation and Exploration of Contextual Bandits","created":"2023-05-05","cited_by_count":7,"area":null},{"id":"2106.03790","title":"Multi-armed Bandit Requiring Monotone Arm Sequences","created":"2021-06-07","cited_by_count":5,"area":null},{"id":"2106.12200","title":"Random Effect Bandits","created":"2021-06-23","cited_by_count":4,"area":null},{"id":"2111.09724","title":"From Optimality to Robustness: Dirichlet Sampling Strategies in Stochastic Bandits","created":"2021-11-18","cited_by_count":4,"area":null},{"id":"2303.06058","title":"A General Recipe for the Analysis of Randomized Multi-Armed Bandit Algorithms","created":"2023-03-10","cited_by_count":4,"area":null},{"id":"2108.00236","title":"Debiasing Samples from Online Learning Using Bootstrap","created":"2021-07-31","cited_by_count":3,"area":null},{"id":"2112.02185","title":"Neural Pseudo-Label Optimism for the Bank Loan Problem","created":"2021-12-03","cited_by_count":3,"area":null},{"id":"2302.01543","title":"Multiplier Bootstrap-based Exploration","created":"2023-02-03","cited_by_count":3,"area":null},{"id":"2402.05002","title":"Randomized Confidence Bounds for Stochastic Partial Monitoring","created":"2024-02-07","cited_by_count":3,"area":null},{"id":"2105.04683","title":"Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks","created":"2021-05-10","cited_by_count":2,"area":null},{"id":"2103.04387","title":"CORe: Capitalizing On Rewards in Bandit Exploration","created":"2021-03-07","cited_by_count":1,"area":null},{"id":"2406.04374","title":"Incentivized Exploration with Stochastic Covariates: A Two-Stage Mechanism Design for Recommender System","created":"2024-06-04","cited_by_count":1,"area":null},{"id":"2410.23867","title":"QuACK: A Multipurpose Queuing Algorithm for Cooperative $k$-Armed Bandits","created":"2024-10-31","cited_by_count":1,"area":null},{"id":"2107.08383","title":"GuideBoot: Guided Bootstrap for Deep Contextual Bandits","created":"2021-07-18","cited_by_count":0,"area":null},{"id":"2209.05278","title":"A Nonparametric Contextual Bandit with Arm-level Eligibility Control for Customer Service Routing","created":"2022-09-08","cited_by_count":0,"area":null},{"id":"2308.08051","title":"Unbiased Decisions Reduce Regret: Adversarial Domain Adaptation for the Bank Loan Problem","created":"2023-08-15","cited_by_count":0,"area":null},{"id":"2312.15595","title":"Zero-Inflated Bandits","created":"2023-12-25","cited_by_count":0,"area":null},{"id":"2406.14071","title":"Bayesian Bandit Algorithms with Approximate Inference in Stochastic Linear Bandits","created":"2024-06-20","cited_by_count":0,"area":null},{"id":"2503.04518","title":"Leveraging priors on distribution functions for multi-arm bandits","created":"2025-03-06","cited_by_count":0,"area":null},{"id":"2610.17818","title":"Follow the Perturbed Leader for Linear Bandits: $\\sqrt{T}$ Regret over General Convex Sets","created":"2026-10-13","cited_by_count":0,"area":null}],"next_cursor":null}