conftrace_

regret bound

1926 papers

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Also known as

RB

Co-occurring keywords

online learning (1777) multi-armed bandit (1098) contextual bandit (381) stochastic optimization (1060) reinforcement learning (4352) online algorithm (445) upper confidence bound (197) markov decision process (790) thompson sampling (237) online convex optimization (165)

Papers

Neural Pseudo-Label Optimism for the Bank Loan Problem NIPS 2021
Simple combinatorial algorithms for combinatorial bandits: corruptions and approximations UAI 2021
Is Reinforcement Learning More Difficult Than Bandits? A Near-optimal Algorithm Escaping the Curse of Horizon COLT 2021
Combinatorial Gaussian Process Bandits with Probabilistically Triggered Arms AISTATS 2021
Single Layer Predictive Normalized Maximum Likelihood for Out-of-Distribution Detection NIPS 2021
Optimizing Conditional Value-At-Risk of Black-Box Functions NIPS 2021
A Closer Look at the Worst-case Behavior of Multi-armed Bandit Algorithms NIPS 2021
Parallelizing Thompson Sampling NIPS 2021
Making the most of your day: online learning for optimal allocation of time NIPS 2021
Online Adaptation to Label Distribution Shift NIPS 2021
Littlestone Classes are Privately Online Learnable NIPS 2021
Beyond Bandit Feedback in Online Multiclass Classification NIPS 2021
Data driven semi-supervised learning NIPS 2021
Learning-to-learn non-convex piecewise-Lipschitz functions NIPS 2021
Doubly Robust Thompson Sampling with Linear Payoffs NIPS 2021
Online Control of Unknown Time-Varying Dynamical Systems NIPS 2021
Multi-armed Bandit Requiring Monotone Arm Sequences NIPS 2021
The Pareto Frontier of model selection for general Contextual Bandits NIPS 2021
Stochastic bandits with groups of similar arms. NIPS 2021
Asynchronous Decentralized Online Learning NIPS 2021
Best-case lower bounds in online learning NIPS 2021
Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization NIPS 2021
Bandits with Knapsacks beyond the Worst Case NIPS 2021
Recurrent Submodular Welfare and Matroid Blocking Semi-Bandits NIPS 2021
Robust Learning-Based Control via Bootstrapped Multiplicative Noise L4DC 2020