Proximal Methods for Hierarchical Sparse Coding

11 September 2010

Papers citing "Proximal Methods for Hierarchical Sparse Coding"

29 / 29 papers shown

Title
Double Variance Reduction: A Smoothing Trick for Composite Optimization Problems without First-Order Gradient Hao Di Haishan Ye Yueling Zhang Xiangyu Chang Guang Dai Ivor W. Tsang 42 1 0 28 May 2024
The non-overlapping statistical approximation to overlapping group lasso Mingyu Qi Tianxi Li 20 2 0 16 Nov 2022
Positive Feature Values Prioritized Hierarchical Redundancy Eliminated Tree Augmented Naive Bayes Classifier for Hierarchical Feature Spaces Cen Wan 21 2 0 12 Apr 2022
Hierarchical Dependency Constrained Tree Augmented Naive Bayes Classifiers for Hierarchical Feature Spaces Cen Wan A. Freitas TPM 20 2 0 08 Feb 2022
Convex Latent Effect Logit Model via Sparse and Low-rank Decomposition Hongyuan Zhan Kamesh Madduri V. Shankar 12 0 0 22 Aug 2021
Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos Junpeng Zhang Wenxuan Wang Jiankun Hu 32 49 0 26 Aug 2019
Neural Granger Causality Alex Tank Ian Covert N. Foti Ali Shojaie E. Fox CML 31 100 0 16 Feb 2018
On The Projection Operator to A Three-view Cardinality Constrained Set Haichuan Yang Shupeng Gui Chuyang Ke Daniel Stefankovic R. Fujimaki Ji Liu 15 0 0 21 Mar 2017
Neurogenesis-Inspired Dictionary Learning: Online Model Adaption in a Changing World S. Garg Irina Rish Guillermo Cecchi A. Lozano OffRL CLL 33 6 0 22 Jan 2017
GAP Safe Screening Rules for Sparse-Group-Lasso Eugène Ndiaye Olivier Fercoq Alexandre Gramfort Joseph Salmon 31 59 0 19 Feb 2016
Error Bounds for Compressed Sensing Algorithms With Group Sparsity: A Unified Approach M. Ahsen M. Vidyasagar 22 35 0 29 Dec 2015
Hierarchical Sparse Modeling: A Choice of Two Group Lasso Formulations Xiaohan Yan Jacob Bien 19 47 0 05 Dec 2015
Group Regularized Estimation under Structural Hierarchy Yiyuan She Zhifeng Wang He Jiang 56 47 0 17 Nov 2014
Sparse Modeling for Image and Vision Processing Julien Mairal Francis R. Bach Jean Ponce VLM 47 488 0 12 Nov 2014
Forward - Backward Greedy Algorithms for Atomic Norm Regularization Nikhil S. Rao P. Shah Stephen J. Wright 33 90 0 23 Apr 2014
Machine Learning Methods in the Computational Biology of Cancer M. Vidyasagar 49 37 0 24 Feb 2014
Sample Complexity of Dictionary Learning and other Matrix Factorizations Rémi Gribonval Rodolphe Jenatton Francis R. Bach M. Kleinsteuber Matthias Seibert 46 85 0 13 Dec 2013
Semi-Supervised Sparse Coding Jim Jing-Yan Wang Xin Gao 50 16 0 26 Nov 2013
On the Fundamental Limits of Recovering Tree Sparse Vectors from Noisy Linear Measurements Akshay Soni Jarvis Haupt 56 22 0 18 Jun 2013
Towards Ultrahigh Dimensional Feature Selection for Big Data Mingkui Tan Ivor W. Tsang Li Wang 56 154 0 24 Sep 2012
Convex Relaxation for Combinatorial Penalties G. Obozinski Francis R. Bach 59 62 0 06 May 2012
Learning Hierarchical and Topographic Dictionaries with Structured Sparsity Julien Mairal Rodolphe Jenatton G. Obozinski Francis R. Bach 39 18 0 20 Oct 2011
Group Lasso with Overlaps: the Latent Group Lasso approach G. Obozinski Laurent Jacob Jean-Philippe Vert 94 181 0 03 Oct 2011
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization Mark Schmidt Nicolas Le Roux Francis R. Bach 38 580 0 12 Sep 2011
Structured sparsity through convex optimization Francis R. Bach Rodolphe Jenatton Julien Mairal G. Obozinski 82 323 0 12 Sep 2011
Multi-scale Mining of fMRI data with Hierarchical Structured Sparsity Rodolphe Jenatton Alexandre Gramfort V. Michel G. Obozinski Evelyn Eger Francis R. Bach B. Thirion 69 127 0 02 May 2011
Convex and Network Flow Optimization for Structured Sparsity Julien Mairal Rodolphe Jenatton G. Obozinski Francis R. Bach 62 109 0 11 Apr 2011
C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework Pablo Sprechmann Ignacio Francisco Ramírez Paulino Guillermo Sapiro Yonina C. Eldar 76 187 0 07 Jun 2010
Structured Variable Selection with Sparsity-Inducing Norms Rodolphe Jenatton Jean-Yves Audibert Francis R. Bach 96 605 0 22 Apr 2009