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Coordinate descent
Results: 43

#	Item
31	Parallel Coordinate Descent for L1 -Regularized Loss Minimization Joseph K. Bradley † Aapo Kyrola † Danny Bickson Carlos Guestrin Add to Reading List Source URL: www.select.cs.cmu.edu Language: English - Date: 2011-11-03 13:21:57 Mathematical optimization Statistical classification Numerical linear algebra Parallel computing Speedup Coordinate descent Least squares Compressed sensing Feature selection Statistics Numerical analysis Regression analysis
32	Nearest Neighbor based Greedy Coordinate Descent Pradeep Ravikumar Department of Computer Science University of Texas at Austin [removed] Add to Reading List Source URL: www.cs.utexas.edu Language: English - Date: 2011-10-28 18:57:35 Search algorithms Approximation algorithms Machine learning Numerical analysis Operations research Greedy algorithm Nearest neighbor search Nearest neighbour algorithm K-d tree Mathematics Information science Applied mathematics
33	Block-Coordinate Frank-Wolfe Optimization for Structural SVMs Simon Lacoste-Julien∗ Martin Jaggi ∗ Add to Reading List Source URL: jmlr.csail.mit.edu Language: English - Date: 2013-08-14 01:36:43 Linear programming Operations research Statistical classification Support vector machine Sequential minimal optimization Subgradient method Duality Stochastic gradient descent Frank–Wolfe algorithm Mathematical optimization Convex optimization Numerical analysis
34	Perceptron Learning with Random Coordinate Descent Ling Li Learning Systems Group, California Institute of Technology Abstract. A perceptron is a linear threshold classifier that separates examples with a hyperplane. It Add to Reading List Source URL: authors.library.caltech.edu Language: English - Date: 2012-12-26 09:14:16 Perceptron Linear classifier Support vector machine Boosting AdaBoost Artificial neural network Ensemble learning Backpropagation Statistical classification Machine learning Statistics Neural networks
35	“You are required to assist on the Atmospheric Structure Reconstruction using the Beagle 2 Entry, Descent, and Landing Accelerometer” Final Report to The Planetary and Space Sciences Research Institute, Add to Reading List Source URL: sirius.bu.edu Language: English - Date: 2004-05-12 15:44:30 Introductory physics Frames of reference Celestial mechanics Polar coordinate system Spherical coordinate system Fictitious force Orbit Rotating reference frame Trajectory Physics Coordinate systems Classical mechanics
36	Accelerated Proximal Stochastic Dual Coordinate Ascent for Regularized Loss Minimization Shai Shalev-Shwartz School of Computer Science and Engineering, The Hebrew University, Jerusalem, Israel Tong Zhang Department of S Add to Reading List Source URL: jmlr.org Language: English - Date: 2014-02-16 19:30:21 Mathematical optimization Stochastic optimization Stochastic gradient descent Convex optimization Support vector machine Duality Lp space Distribution Vector space Algebra Mathematics Mathematical analysis
37	Blockwise Coordinate Descent Procedures for the Multi-task Lasso, with Applications to Neural Semantic Basis Discovery Han Liu [removed] Machine Learning Department, School of Computer Science, Carnegie Mellon Un Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2009-05-18 12:16:25 Mathematical optimization Regression analysis Algebra Mathematics Least squares
38	Scaling Up Coordinate Descent Algorithms for Large `1 Regularization Problems Chad Scherrer Pacific Northwest National Laboratory Add to Reading List Source URL: icml.cc Language: English - Date: 2012-06-07 13:20:38 Graph coloring Coordinate descent OpenMP Greedy algorithm Frank–Wolfe algorithm Algorithm Mathematics Numerical analysis Theoretical computer science
39	Accelerated, Parallel and Proximal Coordinate Descent Olivier Fercoq ∗ Peter Richt´arik Add to Reading List Source URL: arxiv.org Language: English - Date: 2013-12-22 20:21:14 Differential calculus Coordinate descent Analysis Mathematical analysis Mathematics Derivative
40	Parallel Boosting with Momentum Indraneel Mukherjee, Kevin Canini, Rafael Frongillo? , and Yoram Singer Google Inc. Abstract. We describe a new, simplified, and general analysis of a fusion of Nesterov’s accelerated gr Add to Reading List Source URL: canini.me Language: English - Date: 2013-06-29 02:08:53 Vector calculus Abstract algebra Linear algebra Differential calculus Vectors Vector space Gradient descent Gradient Coordinate descent Algebra Mathematics Numerical analysis