conftrace_

group lasso

64 papers

Explore in graph

Also known as

GLASSO

Co-occurring keywords

feature selection (649) convex optimization (1321) variable selection (146) sparse optimization (246) sparse learning (112) model compression (3302) structured sparsity (89) sparse regression (175) sparse regularization (54) high-dimensional regression (142)

Papers

Orthogonal Matching Pursuit for Text Classification EMNLP 2018
Bilevel learning of the Group Lasso structure NIPS 2018
Automatic DNN Node Pruning Using Mixture Distribution-based Group Regularization INTERSPEECH 2018
Improving Deep Neural Network Sparsity through Decorrelation Regularization IJCAI 2018
Asynchronous Doubly Stochastic Group Regularized Learning AISTATS 2018
Compact Personalized Models for Neural Machine Translation EMNLP 2018
Faster Training Algorithms for Structured Sparsity-Inducing Norm IJCAI 2018
Adaptive Class Preserving Representation for Image Classification CVPR 2017
Learning Local Dependence In Ordered Data JMLR 2017
Selective inference for group-sparse linear models NIPS 2016
Representational Similarity Learning with Application to Brain Networks ICML 2016
Adaptive Lasso and group-Lasso for functional Poisson regression JMLR 2016
Modality and Component Aware Feature Fusion For RGB-D Scene Classification CVPR 2016
Joint Structural Estimation of Multiple Graphical Models JMLR 2016
Network Granger Causality with Inherent Grouping Structure JMLR 2015
Fixation Bank: Learning to Reweight Fixation Candidates CVPR 2015
Beyond Sub-Gaussian Measurements: High-Dimensional Structured Estimation with Sub-Exponential Designs NIPS 2015
Matrix-Similarity Based Loss Function and Feature Selection for Alzheimer's Disease Diagnosis CVPR 2014
Convex vs Non-Convex Estimators for Regression and Sparse Estimation: the Mean Squared Error Properties of ARD and GLasso JMLR 2014
Exclusive Feature Learning on Arbitrary Structures via $\ell_{1,2}$-norm NIPS 2014
Coupled Group Lasso for Web-Scale CTR Prediction in Display Advertising ICML 2014
Lasso Screening Rules via Dual Polytope Projection NIPS 2013
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis NIPS 2013
A Unified Robust Regression Model for Lasso-like Algorithms ICML 2013
Finding Causal Interactions in Video Sequences ICCV 2013