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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

Prediction by random-walk perturbation COLT 2013
Approachability, fast and slow COLT 2013
Regret Minimization for Branching Experts COLT 2013
A Linear Time Active Learning Algorithm for Link Classification NIPS 2012
Online Rank Aggregation ACML 2012
Unified Algorithms for Online Learning and Competitive Analysis COLT 2012
Truncation-free Online Variational Inference for Bayesian Nonparametric Models NIPS 2012
On Multilabel Classification and Ranking with Partial Feedback NIPS 2012
Distributed Non-Stochastic Experts NIPS 2012
The adversarial stochastic shortest path problem with unknown transition probabilities AISTATS 2012
Generalization Bounds for Online Learning Algorithms with Pairwise Loss Functions COLT 2012
Differentially Private Online Learning COLT 2012
Multi-armed Bandit Problems with History AISTATS 2012
Online-to-Confidence-Set Conversions and Application to Sparse Stochastic Bandits AISTATS 2012
On-line Reinforcement Learning Using Incremental Kernel-Based Stochastic Factorization NIPS 2012
Near-Optimal Algorithms for Online Matrix Prediction COLT 2012
Optimal Regularized Dual Averaging Methods for Stochastic Optimization NIPS 2012
Interpreting prediction markets: a stochastic approach NIPS 2012
Online Regret Bounds for Undiscounted Continuous Reinforcement Learning NIPS 2012
Mirror Descent Meets Fixed Share (and feels no regret) NIPS 2012
Online Submodular Minimization JMLR 2012
Imitation Learning by Coaching NIPS 2012
Putting Bayes to sleep NIPS 2012
Relax and Randomize : From Value to Algorithms NIPS 2012
Real-Time Inverse Dynamics Learning for Musculoskeletal Robots based on Echo State Gaussian Process Regression RSS 2012