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online learning

1770 papers

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Also known as

OLO OL

Co-occurring keywords

regret bound (1918) multi-armed bandit (1091) stochastic optimization (1060) regret minimization (315) contextual bandit (379) reinforcement learning (4122) online algorithm (444) convex optimization (1320) adversarial learning (1592) continual learning (1164)

Papers

Learning from Interventions: Human-robot interaction as both explicit and implicit feedback RSS 2020
Optimization Methods for Interpretable Differentiable Decision Trees Applied to Reinforcement Learning AISTATS 2020
Bounded Rationality in Las Vegas: Probabilistic Finite Automata Play Multi-Armed Bandits UAI 2020
Online Parameter-Free Learning of Multiple Low Variance Tasks UAI 2020
Follow the Perturbed Leader: Optimism and Fast Parallel Algorithms for Smooth Minimax Games NIPS 2020
Contextual Games: Multi-Agent Learning with Side Information NIPS 2020
A Computational Separation between Private Learning and Online Learning NIPS 2020
Online Learning with Primary and Secondary Losses NIPS 2020
Nonparametric Sequential Prediction While Deep Learning the Kernel AISTATS 2020
Mixed Strategies for Robust Optimization of Unknown Objectives AISTATS 2020
Laplacian-Regularized Graph Bandits: Algorithms and Theoretical Analysis AISTATS 2020
An Optimal Algorithm for Adversarial Bandits with Arbitrary Delays AISTATS 2020
Learning piecewise Lipschitz functions in changing environments AISTATS 2020
Online Batch Decision-Making with High-Dimensional Covariates AISTATS 2020
A single algorithm for both restless and rested rotting bandits AISTATS 2020
Contextual Online False Discovery Rate Control AISTATS 2020
Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking CVPR 2020
A PTAS for the Bayesian Thresholding Bandit Problem AISTATS 2020
A Bandit Learning Algorithm and Applications to Auction Design NIPS 2020
Restless-UCB, an Efficient and Low-complexity Algorithm for Online Restless Bandits NIPS 2020
On Regret with Multiple Best Arms NIPS 2020
Learning to Play Sequential Games versus Unknown Opponents NIPS 2020
Bandit Linear Control NIPS 2020
From Finite to Countable-Armed Bandits NIPS 2020
Online Neural Connectivity Estimation with Noisy Group Testing NIPS 2020