conftrace_

thompson sampling

237 papers

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Also known as

TS

Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) bayesian optimization (624) online learning (1777) contextual bandit (381) bayesian inference (1907) upper confidence bound (197) bayesian regret (33) reinforcement learning (4352) posterior distribution (259)

Papers

On the Value of Prior in Online Learning to Rank AISTATS 2022
Near-optimal Thompson sampling-based algorithms for differentially private stochastic bandits UAI 2022
Causal Bandits without prior knowledge using separating sets CLEAR 2022
Fourier Representations for Black-Box Optimization over Categorical Variables AAAI 2022
Incentivizing Combinatorial Bandit Exploration NIPS 2022
Sample-Then-Optimize Batch Neural Thompson Sampling NIPS 2022
Thompson Sampling Efficiently Learns to Control Diffusion Processes NIPS 2022
Thompson Sampling for (Combinatorial) Pure Exploration ICML 2022
Thompson Sampling for Robust Transfer in Multi-Task Bandits ICML 2022
Thompson Sampling for Bandit Learning in Matching Markets IJCAI 2022
Society of Agents: Regret Bounds of Concurrent Thompson Sampling NIPS 2022
ESCADA: Efficient Safety and Context Aware Dose Allocation for Precision Medicine NIPS 2022
Top Two Algorithms Revisited NIPS 2022
Random Effect Bandits AISTATS 2022
Bandit Theory and Thompson Sampling-Guided Directed Evolution for Sequence Optimization NIPS 2022
Machine Learning for Online Algorithm Selection under Censored Feedback AAAI 2022
When Combinatorial Thompson Sampling meets Approximation Regret NIPS 2022
Metalearning Linear Bandits by Prior Update AISTATS 2022
An Analysis of Ensemble Sampling NIPS 2022
Finite-Time Regret of Thompson Sampling Algorithms for Exponential Family Multi-Armed Bandits NIPS 2022
Partial likelihood Thompson sampling UAI 2022
Linearizing contextual bandits with latent state dynamics UAI 2022
Thompson Sampling with a Mixture Prior AISTATS 2022
Augmented RBMLE-UCB Approach for Adaptive Control of Linear Quadratic Systems NIPS 2022
The Hardness Analysis of Thompson Sampling for Combinatorial Semi-bandits with Greedy Oracle NIPS 2021