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

Prediction on a Graph with a Perceptron NIPS 2006

Incremental Algorithms for Hierarchical Classification JMLR 2006

Handling Advertisements of Unknown Quality in Search Advertising NIPS 2006

implicit Online Learning with Kernels NIPS 2006

Randomized PCA Algorithms with Regret Bounds that are Logarithmic in the Dimension NIPS 2006

Convex Repeated Games and Fenchel Duality NIPS 2006

Fast Kernel Classifiers with Online and Active Learning JMLR 2005

Adaptive Online Prediction by Following the Perturbed Leader JMLR 2005

Matrix Exponentiated Gradient Updates for On-line Learning and Bregman Projection JMLR 2005

Online Choice of Active Learning Algorithms JMLR 2004

Lossless Online Bayesian Bagging JMLR 2004

A Universal Well-Calibrated Algorithm for On-line Classification JMLR 2004

A Family of Additive Online Algorithms for Category Ranking JMLR 2003

Ultraconservative Online Algorithms for Multiclass Problems JMLR 2003

Tracking Linear-threshold Concepts with Winnow JMLR 2003

Statistical Dynamics of On-line Independent Component Analysis JMLR 2003

On Online Learning of Decision Lists JMLR 2002

Tracking a Small Set of Experts by Mixing Past Posteriors JMLR 2002

Tracking the Best Linear Predictor JMLR 2001

Prior Knowledge and Preferential Structures in Gradient Descent Learning Algorithms JMLR 2001