conftrace_

regret bound

1926 papers

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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

Distributed Primal-Dual Optimization for Online Multi-Task Learning AAAI 2020
Trading-Off Static and Dynamic Regret in Online Least-Squares and Beyond AAAI 2020
Optimal Margin Distribution Learning in Dynamic Environments AAAI 2020
Covariance-adapting algorithm for semi-bandits with application to sparse outcomes COLT 2020
Open Problem: Fast and Optimal Online Portfolio Selection COLT 2020
Taking a hint: How to leverage loss predictors in contextual bandits? COLT 2020
Tsallis-INF for Decoupled Exploration and Exploitation in Multi-armed Bandits COLT 2020
Fast Rates for Online Prediction with Abstention COLT 2020
Tight Lower Bounds for Combinatorial Multi-Armed Bandits COLT 2020
A Closer Look at Small-loss Bounds for Bandits with Graph Feedback COLT 2020
Efficient improper learning for online logistic regression COLT 2020
Faster Projection-free Online Learning COLT 2020
No-Regret Prediction in Marginally Stable Systems COLT 2020
Non-Stochastic Multi-Player Multi-Armed Bandits: Optimal Rate With Collision Information, Sublinear Without COLT 2020
Coordination without communication: optimal regret in two players multi-armed bandits COLT 2020
Selfish Robustness and Equilibria in Multi-Player Bandits COLT 2020
A new regret analysis for Adam-type algorithms ICML 2020
Dual Mirror Descent for Online Allocation Problems ICML 2020
My Fair Bandit: Distributed Learning of Max-Min Fairness with Multi-player Bandits ICML 2020
(Locally) Differentially Private Combinatorial Semi-Bandits ICML 2020
Online Learning with Dependent Stochastic Feedback Graphs ICML 2020
Parameter-free, Dynamic, and Strongly-Adaptive Online Learning ICML 2020
Robust Pricing in Dynamic Mechanism Design ICML 2020
Logarithmic Regret for Adversarial Online Control ICML 2020
Online Convex Optimization in the Random Order Model ICML 2020