Coordinate descent

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41	Regularization Paths for Generalized Linear Models via Coordinate Descent Jerome Friedman Add to Reading List Source URL: www.stanford.edu Language: English - Date: 2009-04-29 18:58:36 Linear regression Logistic regression Least squares Regularization Multinomial logit Linear model Iteratively reweighted least squares Tikhonov regularization Statistics Regression analysis Elastic net regularization
42	Projected Gradient Methods for Non-negative Matrix Factorization Chih-Jen Lin Add to Reading List Source URL: www.csie.ntu.edu.tw Language: English - Date: 2011-04-07 10:47:46 Multivariate statistics Operations research Linear algebra Matrix theory Non-negative matrix factorization Mathematical optimization Coordinate descent Gradient descent Least squares Numerical analysis Mathematics Statistics
43	PDF Document Add to Reading List Source URL: www.loshchilov.com Language: English - Date: 2013-01-23 06:03:14 Applied mathematics Stochastic optimization Cybernetics CMA-ES Evolution strategy Coordinate descent Surrogate model Principal component analysis BFGS method Numerical analysis Evolutionary algorithms Mathematical optimization