conftrace_

asymptotic optimality

32 papers

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Co-occurring keywords

multi-armed bandit (1098) regret bound (1926) thompson sampling (237) stochastic bandit (98) regret minimization (315) bayesian inference (1907) upper confidence bound (197) bandit algorithm (108) index policy (5) markov decision process (790)

Papers

GINO-Q: Learning an Asymptotically Optimal Index Policy for Restless Multi-armed Bandits AAAI 2026
On the Asymptotic Optimality of Confidence Interval Based Algorithms for Fixed Confidence MABs AAAI 2025
Optimal Weighted Random Forests JMLR 2024
Consistent Optimal Transport with Empirical Conditional Measures AISTATS 2024
Fast Asymptotically Optimal Algorithms for Non-Parametric Stochastic Bandits NIPS 2023
Improving the Knowledge Gradient Algorithm NIPS 2023
Least Squares Model Averaging for Distributed Data JMLR 2023
Posterior Tracking Algorithm for Classification Bandits AISTATS 2023
Reinforcement Learning Augmented Asymptotically Optimal Index Policy for Finite-Horizon Restless Bandits AAAI 2022
Asymptotically-Optimal Gaussian Bandits with Side Observations ICML 2022
Asymptotic optimality for active learning processes UAI 2022
IMED-RL: Regret optimal learning of ergodic Markov decision processes NIPS 2022
Mean Estimation with User-level Privacy under Data Heterogeneity NIPS 2022
Stochastic Online Learning with Feedback Graphs: Finite-Time and Asymptotic Optimality NIPS 2022
Maillard Sampling: Boltzmann Exploration Done Optimally AISTATS 2022
Asymptotically Optimal Locally Private Heavy Hitters via Parameterized Sketches AISTATS 2022
Double Explore-then-Commit: Asymptotic Optimality and Beyond COLT 2021
Optimal Thompson Sampling strategies for support-aware CVaR bandits ICML 2021
Lenient Regret for Multi-Armed Bandits AAAI 2021
Asymptotically Optimal Exact Minibatch Metropolis-Hastings NIPS 2020
Crush Optimism with Pessimism: Structured Bandits Beyond Asymptotic Optimality NIPS 2020
Asymptotically Optimal Planning for Non-Myopic Multi-Robot Information Gathering RSS 2019
Toward Asymptotically-Optimal Inspection Planning Via Efficient Near-Optimal Graph Search RSS 2019
Optimal Subsampling with Influence Functions NIPS 2018
Asymptotic optimality of adaptive importance sampling NIPS 2018