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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

Follow the Leader with Dropout Perturbations COLT 2014
Open Problem: Efficient Online Sparse Regression COLT 2014
Selective Sampling with Drift AISTATS 2014
A second-order bound with excess losses COLT 2014
A Bayesian Framework for Online Classifier Ensemble ICML 2014
Robust Multi-objective Learning with Mentor Feedback COLT 2014
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits ICML 2014
Near-Optimally Teaching the Crowd to Classify ICML 2014
Improving offline evaluation of contextual bandit algorithms via bootstrapping techniques ICML 2014
Prediction with Limited Advice and Multiarmed Bandits with Paid Observations ICML 2014
Learning Theory and Algorithms for revenue optimization in second price auctions with reserve ICML 2014
Robust Stochastic Principal Component Analysis AISTATS 2014
Online Linear Optimization via Smoothing COLT 2014
Near-Optimal Herding COLT 2014
Open Problem: Online Local Learning COLT 2014
A Boosting Framework on Grounds of Online Learning NIPS 2014
Towards Minimax Online Learning with Unknown Time Horizon ICML 2014
An Online Learned Elementary Grouping Model for Multi-target Tracking CVPR 2014
Conditional Swap Regret and Conditional Correlated Equilibrium NIPS 2014
Approachability in unknown games: Online learning meets multi-objective optimization COLT 2014
Robust Online Multi-Object Tracking based on Tracklet Confidence and Online Discriminative Appearance Learning CVPR 2014
Resourceful Contextual Bandits COLT 2014
Online and Stochastic Gradient Methods for Non-decomposable Loss Functions NIPS 2014
Online Learning with Composite Loss Functions COLT 2014
On the convergence of no-regret learning in selfish routing ICML 2014