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Online Learning

1,084 papers

Papers per year

1
23
36
87
38
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Papers

Adapting to the Shifting Intent of Search Queries NIPS 2009
Dual Averaging Method for Regularized Stochastic Learning and Online Optimization NIPS 2009
Periodic Step Size Adaptation for Single Pass On-line Learning NIPS 2009
Adaptive Regularization of Weight Vectors NIPS 2009
Regularized Distance Metric Learning:Theory and Algorithm NIPS 2009
Slow Learners are Fast NIPS 2009
Tracking Dynamic Sources of Malicious Activity at Internet Scale NIPS 2009
Online Learning of Assignments NIPS 2009
Multiple Incremental Decremental Learning of Support Vector Machines NIPS 2009
An Online Algorithm for Large Scale Image Similarity Learning NIPS 2009
Accelerated Gradient Methods for Stochastic Optimization and Online Learning NIPS 2009
Beyond Convexity: Online Submodular Minimization NIPS 2009
Learning Permutations with Exponential Weights JMLR 2009
From Online to Batch Learning with Cutoff-Averaging NIPS 2008
Online Models for Content Optimization NIPS 2008
An Homotopy Algorithm for the Lasso with Online Observations NIPS 2008
Algorithms for Infinitely Many-Armed Bandits NIPS 2008
An Online Algorithm for Maximizing Submodular Functions NIPS 2008
Exact Convex Confidence-Weighted Learning NIPS 2008
Mortal Multi-Armed Bandits NIPS 2008
Sparse Online Learning via Truncated Gradient NIPS 2008
Mind the Duality Gap: Logarithmic regret algorithms for online optimization NIPS 2008
Online Prediction on Large Diameter Graphs NIPS 2008
Online Optimization in X-Armed Bandits NIPS 2008
On the Generalization Ability of Online Strongly Convex Programming Algorithms NIPS 2008