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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

Random Spanning Trees and the Prediction of Weighted Graphs JMLR 2013
ELLA: An Efficient Lifelong Learning Algorithm ICML 2013
Achievability of Asymptotic Minimax Regret in Online and Batch Prediction ACML 2013
Online Robust PCA via Stochastic Optimization NIPS 2013
Regression-tree Tuning in a Streaming Setting NIPS 2013
Efficient Online Inference for Bayesian Nonparametric Relational Models NIPS 2013
Second Order Online Collaborative Filtering ACML 2013
Adaptive Market Making via Online Learning NIPS 2013
Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation NIPS 2013
Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising NIPS 2013
Dimension-Free Exponentiated Gradient NIPS 2013
Online Learning for Time Series Prediction COLT 2013
The Pareto Regret Frontier NIPS 2013
Online learning in episodic Markovian decision processes by relative entropy policy search NIPS 2013
Online Learning of Dynamic Parameters in Social Networks NIPS 2013
Reservoir Boosting : Between Online and Offline Ensemble Learning NIPS 2013
Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions NIPS 2013
Competing with an Infinite Set of Models in Reinforcement Learning AISTATS 2013
Consistency of Online Random Forests ICML 2013
Stochastic Gradient Riemannian Langevin Dynamics on the Probability Simplex NIPS 2013
Online Learning with Costly Features and Labels NIPS 2013
Further Optimal Regret Bounds for Thompson Sampling AISTATS 2013
Online Learning with Predictable Sequences COLT 2013
Competing With Strategies COLT 2013
Online Robust Dictionary Learning CVPR 2013