sparse model

Sparse + Group-Sparse Dirty Models: Statistical Guarantees without Unreasonable Conditions and a Case for Non-Convexity ICML 2017 A Sparse Interactive Model for Matrix Completion with Side Information NeurIPS 2016 Simultaneous Safe Screening of Features and Samples in Doubly Sparse Modeling ICML 2016 Multi-Layer Feature Reduction for Tree Structured Group Lasso via Hierarchical Projection NeurIPS 2015 Safe Screening for Multi-Task Feature Learning with Multiple Data Matrices ICML 2015 High-Dimensional Covariance Decomposition into Sparse Markov and Independence Models JMLR 2014 A Non-parametric Bayesian Network Prior of Human Pose ICCV 2013 Dirty Statistical Models NeurIPS 2013 Supervised Sparse Analysis and Synthesis Operators NeurIPS 2013 Uncertainty-Driven Efficiently-Sampled Sparse Graphical Models for Concurrent Tumor Segmentation and Atlas Registration ICCV 2013 Factorial LDA: Sparse Multi-Dimensional Text Models NeurIPS 2012 Identifying Alzheimer's Disease-Related Brain Regions from Multi-Modality Neuroimaging Data using Sparse Composite Linear Discrimination Analysis NeurIPS 2011 An Homotopy Algorithm for the Lasso with Online Observations NeurIPS 2008 Nonparametric regression and classification with joint sparsity constraints NeurIPS 2008 Compressed Regression NeurIPS 2007 Predictive Matrix-Variate t Models NeurIPS 2007 Stagewise Lasso JMLR 2007 Sparse Multinomial Logistic Regression via Bayesian L1 Regularisation NeurIPS 2006 Dimensionality Reduction via Sparse Support Vector Machines JMLR 2003