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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

Memoized Online Variational Inference for Dirichlet Process Mixture Models NIPS 2013
Online PCA for Contaminated Data NIPS 2013
Sensor Selection in High-Dimensional Gaussian Trees with Nuisances NIPS 2013
Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits NIPS 2013
A Gang of Bandits NIPS 2013
A Last-Step Regression Algorithm for Non-Stationary Online Learning AISTATS 2013
Robust Object Tracking with Online Multi-lifespan Dictionary Learning ICCV 2013
Localization and Adaptation in Online Learning AISTATS 2013
Thompson Sampling in Switching Environments with Bayesian Online Change Detection AISTATS 2013
Open Problem: Adversarial Multiarmed Bandits with Limited Advice COLT 2013
Tracking Time-varying Graphical Structure NIPS 2013
Sequential Transfer in Multi-armed Bandit with Finite Set of Models NIPS 2013
Online Learning under Delayed Feedback ICML 2013
Optimal Discovery with Probabilistic Expert Advice: Finite Time Analysis and Macroscopic Optimality JMLR 2013
Better Rates for Any Adversarial Deterministic MDP ICML 2013
One-Pass AUC Optimization ICML 2013
Online Feature Selection for Model-based Reinforcement Learning ICML 2013
Concurrent Reinforcement Learning from Customer Interactions ICML 2013
The price of bandit information in multiclass online classification COLT 2013
Multi-armed Bandit Problem with Lock-up Periods ACML 2013
Online Variational Approximations to non-Exponential Family Change Point Models: With Application to Radar Tracking NIPS 2013
Adaptive Submodular Maximization in Bandit Setting NIPS 2013
Large-Scale Bandit Problems and KWIK Learning ICML 2013
Online Latent Dirichlet Allocation with Infinite Vocabulary ICML 2013
Opportunistic Strategies for Generalized No-Regret Problems COLT 2013