conftrace_

optimization algorithm

148 papers

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Co-occurring keywords

convex optimization (1321) gradient descent (1144) coordinate descent (147) convergence rate (607) stochastic gradient descent (1091) stochastic optimization (1060) combinatorial optimization (1039) support vector machine (978) sparse optimization (246) neural network optimization (1293)

Papers

On Algorithms for Sparse Multi-factor NMF NIPS 2013
Linear Convergence with Condition Number Independent Access of Full Gradients NIPS 2013
Stochastic Gradient Descent with Only One Projection NIPS 2012
Interpreting prediction markets: a stochastic approach NIPS 2012
Feature Clustering for Accelerating Parallel Coordinate Descent NIPS 2012
Convergence and Energy Landscape for Cheeger Cut Clustering NIPS 2012
Training SVMs Without Offset JMLR 2011
Approximating Semidefinite Programs in Sublinear Time NIPS 2011
Trace Lasso: a trace norm regularization for correlated designs NIPS 2011
An Exact Algorithm for F-Measure Maximization NIPS 2011
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization NIPS 2011
Decomposing Isotonic Regression for Efficiently Solving Large Problems NIPS 2010
Fast detection of multiple change-points shared by many signals using group LARS NIPS 2010
An Integer Projected Fixed Point Method for Graph Matching and MAP Inference NIPS 2009
Heavy-Tailed Symmetric Stochastic Neighbor Embedding NIPS 2009
Multiple Incremental Decremental Learning of Support Vector Machines NIPS 2009
Clustering via LP-based Stabilities NIPS 2008
Optimization on a Budget: A Reinforcement Learning Approach NIPS 2008
Cooled and Relaxed Survey Propagation for MRFs NIPS 2007
Topmoumoute Online Natural Gradient Algorithm NIPS 2007
The Tradeoffs of Large Scale Learning NIPS 2007
QP Algorithms with Guaranteed Accuracy and Run Time for Support Vector Machines JMLR 2006
A Modified Finite Newton Method for Fast Solution of Large Scale Linear SVMs JMLR 2005