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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

Simple regret for infinitely many armed bandits ICML 2015
An Online Learning Algorithm for Bilinear Models ICML 2015
Generalized Mixability via Entropic Duality COLT 2015
Minimax Time Series Prediction NIPS 2015
Efficient Thompson Sampling for Online Matrix-Factorization Recommendation NIPS 2015
Following the Perturbed Leader for Online Structured Learning ICML 2015
Online Time Series Prediction with Missing Data ICML 2015
Qualitative Multi-Armed Bandits: A Quantile-Based Approach ICML 2015
Exp-Concavity of Proper Composite Losses COLT 2015
Strongly Adaptive Online Learning ICML 2015
Streaming Variational Inference for Dirichlet Process Mixtures ACML 2015
Budgeted Bandit Problems with Continuous Random Costs ACML 2015
Stochastic Online Greedy Learning with Semi-bandit Feedbacks NIPS 2015
Global Convergence of Online Limited Memory BFGS JMLR 2015
Non-Asymptotic Analysis of a New Bandit Algorithm for Semi-Bounded Rewards JMLR 2015
Multiclass Learnability and the ERM Principle JMLR 2015
Fast Rates in Statistical and Online Learning JMLR 2015
Learning Sparse Low-Threshold Linear Classifiers JMLR 2015
Online Gradient Boosting NIPS 2015
Adaptive Online Learning NIPS 2015
Predtron: A Family of Online Algorithms for General Prediction Problems NIPS 2015
Fast Convergence of Regularized Learning in Games NIPS 2015
Adaptive Hashing for Fast Similarity Search ICCV 2015
Online Learning with Gaussian Payoffs and Side Observations NIPS 2015
BodyPrint: Pose Invariant 3D Shape Matching of Human Bodies ICCV 2015