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Thompson Sampling

Papers archive 2025-07-28

archive papers tagged: 655 · with a code link: 135 · where Syntology ran a sample: 30 (23 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (30 of 655 tagged: 23 with a run with no instrument failure, 7 where every run was a failure of Syntology's instrument)

Page 6 of 7: papers 501 to 600 of 655, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Thompson Sampling in Non-Episodic Restless Bandits
  12 Oct 2019 0 repositories listed
• Regret Analysis of Bandit Problems with Causal Background Knowledge
  11 Oct 2019 0 repositories listed
• Robust Dynamic Assortment Optimization in the Presence of Outlier Customers
  9 Oct 2019 0 repositories listed
• A Quantile-based Approach for Hyperparameter Transfer Learning
  30 Sep 2019 0 repositories listed
• A Copula approach for hyperparameter transfer learning
  25 Sep 2019 0 repositories listed
• Efficient Multivariate Bandit Algorithm with Path Planning
  6 Sep 2019 0 repositories listed
• An Arm-Wise Randomization Approach to Combinatorial Linear Semi-Bandits
  5 Sep 2019 0 repositories listed
• Online Causal Inference for Advertising in Real-Time Bidding Auctions
  22 Aug 2019 0 repositories listed
• A Batched Multi-Armed Bandit Approach to News Headline Testing
  17 Aug 2019 0 repositories listed
• A Bayesian Choice Model for Eliminating Feedback Loops
  15 Aug 2019 0 repositories listed
• Thompson Sampling with Approximate Inference
  14 Aug 2019 0 repositories listed
• Convergence Rates of Posterior Distributions in Markov Decision Process
  22 Jul 2019 0 repositories listed
• Thompson Sampling on Symmetric α-Stable Bandits
  8 Jul 2019 0 repositories listed
• Thompson Sampling for Combinatorial Network Optimization in Unknown Environments
  7 Jul 2019 0 repositories listed
• Mixed-Variable Bayesian Optimization
  2 Jul 2019 0 repositories listed
• Bandit Learning for Diversified Interactive Recommendation
  1 Jul 2019 0 repositories listed
• Revised Progressive-Hedging-Algorithm Based Two-layer Solution Scheme for Bayesian Reinforcement Learning
  21 Jun 2019 0 repositories listed
• Sparse Spectrum Gaussian Process for Bayesian Optimization
  21 Jun 2019 0 repositories listed
• Thompson Sampling for Adversarial Bit Prediction
  21 Jun 2019 0 repositories listed
• Stochastic Neural Network with Kronecker Flow
  10 Jun 2019 0 repositories listed
• The Intrinsic Robustness of Stochastic Bandits to Strategic Manipulation
  4 Jun 2019 0 repositories listed
• Connections Between Mirror Descent, Thompson Sampling and the Information Ratio
  28 May 2019 0 repositories listed
• Feedback graph regret bounds for Thompson Sampling and UCB
  23 May 2019 0 repositories listed
• Adaptive Model Selection Framework: An Application to Airline Pricing
  21 May 2019 0 repositories listed
• Adaptive Sensor Placement for Continuous Spaces
  16 May 2019 0 repositories listed
• On the Performance of Thompson Sampling on Logistic Bandits
  12 May 2019 0 repositories listed
• AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning
  8 Apr 2019 0 repositories listed
• Randomised Bayesian Least-Squares Policy Iteration
  6 Apr 2019 0 repositories listed
• Sampling Acquisition Functions for Batch Bayesian Optimization
  22 Mar 2019 0 repositories listed
• On Multi-Armed Bandit Designs for Dose-Finding Clinical Trials
  17 Mar 2019 0 repositories listed
• Constrained Thompson Sampling for Wireless Link Optimization
  28 Feb 2019 0 repositories listed
• Meta Dynamic Pricing: Transfer Learning Across Experiments
  28 Feb 2019 0 repositories listed
• Fully Distributed Bayesian Optimization with Stochastic Policies
  26 Feb 2019 0 repositories listed
• Multi-Armed Bandit Strategies for Non-Stationary Reward Distributions and Delayed Feedback Processes
  22 Feb 2019 0 repositories listed
• Scalable Thompson Sampling via Optimal Transport
  19 Feb 2019 0 repositories listed
• KLUCB Approach to Copeland Bandits
  7 Feb 2019 0 repositories listed
• First-Order Bayesian Regret Analysis of Thompson Sampling
  2 Feb 2019 0 repositories listed
• Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model
  31 Jan 2019 0 repositories listed
• Parallel Contextual Bandits in Wireless Handover Optimization
  21 Jan 2019 0 repositories listed
• Thompson Sampling for Noncompliant Bandits
  3 Dec 2018 0 repositories listed
• Optimal Learning for Dynamic Coding in Deadline-Constrained Multi-Channel Networks
  27 Nov 2018 0 repositories listed
• Thompson Sampling for Pursuit-Evasion Problems
  11 Nov 2018 0 repositories listed
• A Unified Approach to Translate Classical Bandit Algorithms to the Structured Bandit Setting
  18 Oct 2018 0 repositories listed
• Combining Bayesian Optimization and Lipschitz Optimization
  10 Oct 2018 0 repositories listed
• Contextual Multi-Armed Bandits for Causal Marketing
  2 Oct 2018 0 repositories listed
• Thompson Sampling Algorithms for Cascading Bandits
  2 Oct 2018 0 repositories listed
• Efficient Linear Bandits through Matrix Sketching
  28 Sep 2018 0 repositories listed
• Incorporating Behavioral Constraints in Online AI Systems
  15 Sep 2018 0 repositories listed
• Analysis of Thompson Sampling for Combinatorial Multi-armed Bandit with Probabilistically Triggered Arms
  7 Sep 2018 0 repositories listed
• Adaptive Grey-Box Fuzz-Testing with Thompson Sampling
  24 Aug 2018 0 repositories listed
• Deep Contextual Multi-armed Bandits
  25 Jul 2018 0 repositories listed
• Tsallis-INF: An Optimal Algorithm for Stochastic and Adversarial Bandits
  19 Jul 2018 0 repositories listed
• Optimization of a SSP's Header Bidding Strategy using Thompson Sampling
  9 Jul 2018 0 repositories listed
• Improved Regret Bounds for Thompson Sampling in Linear Quadratic Control Problems
  1 Jul 2018 0 repositories listed
• On The Differential Privacy of Thompson Sampling With Gaussian Prior
  24 Jun 2018 0 repositories listed
• Sequential Test for the Lowest Mean: From Thompson to Murphy Sampling
  4 Jun 2018 0 repositories listed
• An Information-Theoretic Analysis for Thompson Sampling with Many Actions
  30 May 2018 0 repositories listed
• New Insights into Bootstrapping for Bandits
  24 May 2018 0 repositories listed
• Analysis of Thompson Sampling for Graphical Bandits Without the Graphs
  23 May 2018 0 repositories listed
• PG-TS: Improved Thompson Sampling for Logistic Contextual Bandits
  18 May 2018 0 repositories listed
• Profitable Bandits
  8 May 2018 0 repositories listed
• Active Reinforcement Learning with Monte-Carlo Tree Search
  13 Mar 2018 0 repositories listed
• Thompson Sampling for Combinatorial Semi-Bandits
  13 Mar 2018 0 repositories listed
• Satisficing in Time-Sensitive Bandit Learning
  7 Mar 2018 0 repositories listed
• Thompson Sampling for Dynamic Pricing
  8 Feb 2018 0 repositories listed
• Information Directed Sampling and Bandits with Heteroscedastic Noise
  29 Jan 2018 0 repositories listed
• Active Search for High Recall: a Non-Stationary Extension of Thompson Sampling
  27 Dec 2017 0 repositories listed
• On Adaptive Estimation for Dynamic Bernoulli Bandits
  8 Dec 2017 0 repositories listed
• Optimistic posterior sampling for reinforcement learning: worst-case regret bounds
  1 Dec 2017 0 repositories listed
• Efficient exploration with Double Uncertain Value Networks
  29 Nov 2017 0 repositories listed
• Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models
  22 Nov 2017 0 repositories listed
• Bayesian Best-Arm Identification for Selecting Influenza Mitigation Strategies
  16 Nov 2017 0 repositories listed
• BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems
  15 Nov 2017 0 repositories listed
• Estimating prediction error for complex samples
  13 Nov 2017 0 repositories listed
• Efficient-UCBV: An Almost Optimal Algorithm using Variance Estimates
  9 Nov 2017 0 repositories listed
• Information Directed Sampling for Stochastic Bandits with Graph Feedback
  8 Nov 2017 0 repositories listed
• The Effect of Communication on Noncooperative Multiplayer Multi-Armed Bandit Problems
  5 Nov 2017 0 repositories listed
• Generalized Probabilistic Bisection for Stochastic Root-Finding
  2 Nov 2017 0 repositories listed
• Minimal Exploration in Structured Stochastic Bandits
  1 Nov 2017 0 repositories listed
• Sequential Matrix Completion
  23 Oct 2017 0 repositories listed
• A study of Thompson Sampling with Parameter h
  5 Oct 2017 0 repositories listed
• Learning Unknown Markov Decision Processes: A Thompson Sampling Approach
  14 Sep 2017 0 repositories listed
• Adaptive Exploration-Exploitation Tradeoff for Opportunistic Bandits
  12 Sep 2017 0 repositories listed
• Learning to Price with Reference Effects
  29 Aug 2017 0 repositories listed
• Racing Thompson: an Efficient Algorithm for Thompson Sampling with Non-conjugate Priors
  16 Aug 2017 0 repositories listed
• Thompson Sampling Guided Stochastic Searching on the Line for Deceptive Environments with Applications to Root-Finding Problems
  5 Aug 2017 0 repositories listed
• Reinforcement learning techniques for Outer Loop Link Adaptation in 4G/5G systems
  3 Aug 2017 0 repositories listed
• Streaming kernel regression with provably adaptive mean, variance, and regularization
  2 Aug 2017 0 repositories listed
• Counterfactual Data-Fusion for Online Reinforcement Learners
  1 Aug 2017 0 repositories listed
• Taming Non-stationary Bandits: A Bayesian Approach
  31 Jul 2017 0 repositories listed
• Combinatorial Multi-armed Bandit with Probabilistically Triggered Arms: A Case with Bounded Regret
  24 Jul 2017 0 repositories listed
• Calibrated Fairness in Bandits
  6 Jul 2017 0 repositories listed
• A Practical Method for Solving Contextual Bandit Problems Using Decision Trees
  14 Jun 2017 0 repositories listed
• Bandit Models of Human Behavior: Reward Processing in Mental Disorders
  7 Jun 2017 0 repositories listed
• Parallel and Distributed Thompson Sampling for Large-scale Accelerated Exploration of Chemical Space
  6 Jun 2017 0 repositories listed
• Thompson Sampling for the MNL-Bandit
  3 Jun 2017 0 repositories listed
• Scalable Generalized Linear Bandits: Online Computation and Hashing
  1 Jun 2017 0 repositories listed
• A Multi-Armed Bandit to Smartly Select a Training Set from Big Medical Data
  23 May 2017 0 repositories listed
• Ensemble Sampling
  20 May 2017 0 repositories listed
• Posterior sampling for reinforcement learning: worst-case regret bounds
  19 May 2017 0 repositories listed