conftrace_

coordinate descent

147 papers

Explore in graph

Also known as

CD

Co-occurring keywords

convex optimization (1321) stochastic optimization (1060) convergence rate (607) optimization algorithm (148) empirical risk minimization (352) l1 regularization (87) sparse optimization (246) linear convergence (158) feature selection (649) stochastic gradient descent (1091)

Papers

Accelerated Coordinate Descent with Adaptive Coordinate Frequencies ACML 2013
Algorithms for Direct 0–1 Loss Optimization in Binary Classification ICML 2013
Accelerated Mini-Batch Stochastic Dual Coordinate Ascent NIPS 2013
Lifted coordinate descent for learning with trace-norm regularization AISTATS 2012
Feature Clustering for Accelerating Parallel Coordinate Descent NIPS 2012
Toward a Noncommutative Arithmetic-geometric Mean Inequality: Conjectures, Case-studies, and Consequences COLT 2012
An Improved GLMNET for L1-regularized Logistic Regression JMLR 2012
Convergence Rate Analysis of MAP Coordinate Minimization Algorithms NIPS 2012
Coherence Functions with Applications in Large-Margin Classification Methods JMLR 2012
Variable Selection in High-dimensional Varying-coefficient Models with Global Optimality JMLR 2012
Multiclass Boosting: Theory and Algorithms NIPS 2011
A Comparison of Optimization Methods and Software for Large-scale L1-regularized Linear Classification JMLR 2010
Iterative Scaling and Coordinate Descent Methods for Maximum Entropy Models JMLR 2010
Exploiting Covariate Similarity in Sparse Regression via the Pairwise Elastic Net AISTATS 2010
Descent Methods for Tuning Parameter Refinement AISTATS 2010
Adaptive Multi-Task Lasso: with Application to eQTL Detection NIPS 2010
Potential-Based Agnostic Boosting NIPS 2009
Learning to Hash with Binary Reconstructive Embeddings NIPS 2009
From PAC-Bayes Bounds to KL Regularization NIPS 2009
Nonparametric regression and classification with joint sparsity constraints NIPS 2008
Stagewise Lasso JMLR 2007
Nonnegative Sparse PCA NIPS 2006