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Coordinate descent
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#	Item
21	A Block Coordinate Gradient Descent Method for Regularized Convex Separable Optimization and Covariance Selection Sangwoon Yun Computational Sciences Korea Institute for Advanced Study Add to Reading List Source URL: newton.kias.re.kr Language: English - Date: 2013-01-31 02:01:01
22	Bounded Coordinate-Descent for Biological Sequence Classification in High Dimensional Predictor Space Georgiana Ifrim Carsten Wiuf Add to Reading List Source URL: www.math.ku.dk Language: English - Date: 2012-01-27 08:04:28
23	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: www.work.caltech.edu Language: English - Date: 2006-04-22 18:28:41 Perceptron Linear classifier Boosting Support vector machine AdaBoost Artificial neural network Backpropagation Statistical classification Ensemble learning Machine learning Statistics Neural networks
24	Errata for Learning output kernels with block coordinate descent Differently from what claimed in Lemma 4.1 of [1], the update for L does not preserve symmetry. However, this doesn’t compromise the validity of Algorit Add to Reading List Source URL: people.tuebingen.mpg.de Language: English - Date: 2011-07-26 04:13:11 Control theory Lyapunov equation Positive-definite matrix Positive semidefinite Matrix Mathematical optimization Linear algebra Eigenvalues and eigenvectors Algebra Mathematics Operations research
25	MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com Coordinate Descent for Mixed-norm NMF Potluru, V.K.; LeRoux, J.; Pearlmutter, B.A.; Hershey, J.R.; Brand, M.E. Add to Reading List Source URL: www.merl.com Language: English - Date: 2014-02-21 15:37:21 Multivariate statistics Matrix theory Non-negative matrix factorization Numerical linear algebra Functional analysis Matrix Sparse matrix Projection Rank Algebra Mathematics Linear algebra
26	mS2GD: Mini-Batch Semi-Stochastic Gradient Descent in the Proximal Setting Jie Liu Lehigh University Bethlehem, PA 18015 Add to Reading List Source URL: www.opt-ml.org Language: English - Date: 2014-12-10 11:28:41 Stochastic optimization Numerical linear algebra Stochastic gradient descent Gradient method Gradient descent Stochastic approximation Mathematical optimization Random coordinate descent Coordinate descent Numerical analysis Mathematical analysis Mathematics
27	S2CD: Semi-Stochastic Coordinate Descent Jakub Koneˇcn´y University of Edinburgh United Kingdom, EH9 3FD [removed] Add to Reading List Source URL: www.opt-ml.org Language: English - Date: 2014-12-10 11:28:33 Stochastic optimization Stochastic gradient descent Stochastic approximation Coordinate descent Gradient descent Mathematical optimization Gradient method Gradient Numerical analysis Mathematical analysis Mathematics
28	Coordinate descent converges faster with the Gauss-Southwell rule than random selection Michael Friedlander Department of Mathematics University of California, Davis Add to Reading List Source URL: www.opt-ml.org Language: English - Date: 2014-12-10 11:28:45 Convex analysis Differential calculus Mathematical optimization Regression analysis Lipschitz continuity Gradient Coordinate descent Convex function Derivative Mathematical analysis Mathematics Numerical analysis
29	Generic Methods for Optimization-Based Modeling Justin Domke Rochester Institute of Technology Abstract Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2012-05-24 15:13:47 Image processing Spatial data analysis Mathematical optimization Coordinate descent Limited-memory BFGS BFGS method Gradient descent Conditional random field Conjugate gradient method Numerical analysis Machine learning Image denoising
30	Randomized Subspace Descent Rafael M. Frongillo Harvard University [removed] Add to Reading List Source URL: www.opt-ml.org Language: English - Date: 2014-12-10 11:28:44 Abstract algebra Matrix theory Random coordinate descent Hypergraph Vector space Eigenvalues and eigenvectors Convex function Algebra Mathematics Linear algebra