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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

On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters AAAI 2019
Cogra: Concept-Drift-Aware Stochastic Gradient Descent for Time-Series Forecasting AAAI 2019
Online Forecasting of Total-Variation-bounded Sequences NIPS 2019
Meta-Descent for Online, Continual Prediction AAAI 2019
Contextual Bandits with Cross-Learning NIPS 2019
Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes NIPS 2019
Online High Rank Matrix Completion CVPR 2019
Bilinear Bandits with Low-rank Structure ICML 2019
Learning to Collaborate in Markov Decision Processes ICML 2019
Online EXP3 Learning in Adversarial Bandits with Delayed Feedback NIPS 2019
Connections Between Mirror Descent, Thompson Sampling and the Information Ratio NIPS 2019
A Robust Non-Clairvoyant Dynamic Mechanism for Contextual Auctions NIPS 2019
Private Learning Implies Online Learning: An Efficient Reduction NIPS 2019
Combinatorial Bandits with Relative Feedback NIPS 2019
Streaming Bayesian Inference for Crowdsourced Classification NIPS 2019
Online Stochastic Shortest Path with Bandit Feedback and Unknown Transition Function NIPS 2019
A Local Block Coordinate Descent Algorithm for the CSC Model CVPR 2019
Learning to Optimize under Non-Stationarity AISTATS 2019
Model Selection for Contextual Bandits NIPS 2019
Polynomial Cost of Adaptation for X-Armed Bandits NIPS 2019
ATOM: Accurate Tracking by Overlap Maximization CVPR 2019
Dying Experts: Efficient Algorithms with Optimal Regret Bounds NIPS 2019
Think out of the "Box": Generically-Constrained Asynchronous Composite Optimization and Hedging NIPS 2019
Minimax Online Prediction of Varying Bernoulli Process under Variational Approximation ACML 2019
Thresholding Bandit with Optimal Aggregate Regret NIPS 2019