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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

Discovering, Learning and Exploiting Relevance NIPS 2014
Online Learning in Markov Decision Processes with Changing Cost Sequences ICML 2014
Pursuit-Evasion Without Regret, with an Application to Trading ICML 2014
Stochastic Inference for Scalable Probabilistic Modeling of Binary Matrices ICML 2014
Variational Gaussian Process State-Space Models NIPS 2014
Efficient learning by implicit exploration in bandit problems with side observations NIPS 2014
Learning the Learning Rate for Prediction with Expert Advice NIPS 2014
Efficient Partial Monitoring with Prior Information NIPS 2014
LIBOL: A Library for Online Learning Algorithms JMLR 2014
Ensemble Methods for Structured Prediction ICML 2014
Online Object Tracking, Learning and Parsing with And-Or Graphs CVPR 2014
Combinatorial Partial Monitoring Game with Linear Feedback and Its Applications ICML 2014
Expectation Backpropagation: Parameter-Free Training of Multilayer Neural Networks with Continuous or Discrete Weights NIPS 2014
Simultaneous Model Selection and Optimization through Parameter-free Stochastic Learning NIPS 2014
Cover Tree Bayesian Reinforcement Learning JMLR 2014
Follow the Leader If You Can, Hedge If You Must JMLR 2014
(Near) Dimension Independent Risk Bounds for Differentially Private Learning ICML 2014
Online combinatorial optimization with stochastic decision sets and adversarial losses NIPS 2014
On Model Parallelization and Scheduling Strategies for Distributed Machine Learning NIPS 2014
Incremental Clustering: The Case for Extra Clusters NIPS 2014
Doubly Aggressive Selective Sampling Algorithms for Classification AISTATS 2014
The Blinded Bandit: Learning with Adaptive Feedback NIPS 2014
Bandit Convex Optimization: Towards Tight Bounds NIPS 2014
Learning Multiple Tasks in Parallel with a Shared Annotator NIPS 2014
A Drifting-Games Analysis for Online Learning and Applications to Boosting NIPS 2014