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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

Online (and Offline) Robust PCA: Novel Algorithms and Performance Guarantees AISTATS 2016
Online Isotonic Regression COLT 2016
Tracking the Best Expert in Non-stationary Stochastic Environments NIPS 2016
On the Influence of Momentum Acceleration on Online Learning JMLR 2016
Learning from Rational Behavior: Predicting Solutions to Unknown Linear Programs NIPS 2016
Multiple-Play Bandits in the Position-Based Model NIPS 2016
Following the Leader and Fast Rates in Linear Prediction: Curved Constraint Sets and Other Regularities NIPS 2016
Combining Adversarial Guarantees and Stochastic Fast Rates in Online Learning NIPS 2016
Online Learning with Noisy Side Observations AISTATS 2016
Pricing a Low-regret Seller ICML 2016
BISTRO: An Efficient Relaxation-Based Method for Contextual Bandits ICML 2016
Anytime optimal algorithms in stochastic multi-armed bandits ICML 2016
Stochastic Online AUC Maximization NIPS 2016
Starting Small - Learning with Adaptive Sample Sizes ICML 2016
Online Stochastic Linear Optimization under One-bit Feedback ICML 2016
Threshold Bandits, With and Without Censored Feedback NIPS 2016
Local Sparsity Based Online Dictionary Learning for Environment-Adaptive Speech Enhancement with Nonnegative Matrix Factorization INTERSPEECH 2016
Parameter-Free Convex Learning through Coin Betting AUTOML 2016
Learning Online Smooth Predictors for Realtime Camera Planning Using Recurrent Decision Trees CVPR 2016
Combinatorial Multi-Armed Bandit with General Reward Functions NIPS 2016
Adaptive Smoothed Online Multi-Task Learning NIPS 2016
Instance-dependent Regret Bounds for Dueling Bandits COLT 2016
Online Relative Entropy Policy Search using Reproducing Kernel Hilbert Space Embeddings AISTATS 2016
Multi-armed Bandits: Competing with Optimal Sequences NIPS 2016
Cost Sensitive Online Multiple Kernel Classification ACML 2016