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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 Models for Content Optimization NIPS 2008
Online Metric Learning and Fast Similarity Search NIPS 2008
Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks JMLR 2008
Dynamics and Generalization Ability of LVQ Algorithms JMLR 2007
Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs NIPS 2007
Online Learning of Multiple Tasks with a Shared Loss JMLR 2007
Learning in Environments with Unknown Dynamics: Towards more Robust Concept Learners JMLR 2007
An online Hebbian learning rule that performs Independent Component Analysis NIPS 2007
Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts JMLR 2007
Progressive mixture rules are deviation suboptimal NIPS 2007
Topmoumoute Online Natural Gradient Algorithm NIPS 2007
FilterBoost: Regression and Classification on Large Datasets NIPS 2007
Learning to classify complex patterns using a VLSI network of spiking neurons NIPS 2007
On higher-order perceptron algorithms NIPS 2007
Adaptive Online Gradient Descent NIPS 2007
The Epoch-Greedy Algorithm for Multi-armed Bandits with Side Information NIPS 2007
Managing Power Consumption and Performance of Computing Systems Using Reinforcement Learning NIPS 2007
Very Fast Online Learning of Highly Non Linear Problems JMLR 2007
Online Learning for Offroad Robots: Spatial Label Propagation to Learn Long-Range Traversability RSS 2007
Simplified Rules and Theoretical Analysis for Information Bottleneck Optimization and PCA with Spiking Neurons NIPS 2007
Online Classification for Complex Problems Using Simultaneous Projections NIPS 2006
Incremental Support Vector Learning: Analysis, Implementation and Applications JMLR 2006
Step Size Adaptation in Reproducing Kernel Hilbert Space JMLR 2006
Online Passive-Aggressive Algorithms JMLR 2006
Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning NIPS 2006