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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

Mondrian Forests: Efficient Online Random Forests NIPS 2014
Extreme bandits NIPS 2014
Improved Bounds for Online Learning Over the Permutahedron and Other Ranking Polytopes AISTATS 2014
A Latent Source Model for Online Collaborative Filtering NIPS 2014
True Online TD(lambda) ICML 2014
Set-Valued Approachability and Online Learning with Partial Monitoring JMLR 2014
From Categories to Individuals in Real Time -- A Unified Boosting Approach CVPR 2014
Online Bayesian Passive-Aggressive Learning ICML 2014
A near-optimal algorithm for finite partial-monitoring games against adversarial opponents COLT 2013
Online Similarity Prediction of Networked Data from Known and Unknown Graphs COLT 2013
Part-Based Visual Tracking with Online Latent Structural Learning CVPR 2013
How to Hedge an Option Against an Adversary: Black-Scholes Pricing is Minimax Optimal NIPS 2013
Online Learning with Switching Costs and Other Adaptive Adversaries NIPS 2013
Optimization, Learning, and Games with Predictable Sequences NIPS 2013
(Nearly) Optimal Algorithms for Private Online Learning in Full-information and Bandit Settings NIPS 2013
Combinatorial Multi-Armed Bandit: General Framework and Applications ICML 2013
Large-Scale Learning with Less RAM via Randomization ICML 2013
Hierarchical Regularization Cascade for Joint Learning ICML 2013
On the Generalization Ability of Online Learning Algorithms for Pairwise Loss Functions ICML 2013
Online Kernel Learning with a Near Optimal Sparsity Bound ICML 2013
Algebraic classifiers: a generic approach to fast cross-validation, online training, and parallel training ICML 2013
Dual Averaging and Proximal Gradient Descent for Online Alternating Direction Multiplier Method ICML 2013
Adaptive Task Assignment for Crowdsourced Classification ICML 2013
Stable Coactive Learning via Perturbation ICML 2013
Counterfactual Reasoning and Learning Systems: The Example of Computational Advertising JMLR 2013