Trace Lasso: a trace norm regularization for correlated designs

9 September 2011

Papers citing "Trace Lasso: a trace norm regularization for correlated designs"

25 / 25 papers shown

Title
Proximal Interacting Particle Langevin Algorithms Paula Cordero Encinar F. R. Crucinio O. Deniz Akyildiz 104 5 0 20 Jun 2024
Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms Arda Sahiner Tolga Ergen John M. Pauly Mert Pilanci MLT 171 44 0 24 Dec 2020
CAST: A Correlation-based Adaptive Spectral Clustering Algorithm on Multi-scale Data Xiang Li B. Kao Caihua Shan Dawei Yin Martin Ester 62 10 0 08 Jun 2020
Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction Zhiyong Yang Qianqian Xu Xiaochun Cao Qingming Huang 12 11 0 29 Apr 2020
Stable Learning via Sample Reweighting Zheyan Shen Peng Cui Tong Zhang Kun Kuang OOD 90 130 0 28 Nov 2019
Informed Group-Sparse Representation for Singing Voice Separation T. Chan Yi-Hsuan Yang 33 14 0 09 Jan 2018
Independently Interpretable Lasso: A New Regularizer for Sparse Regression with Uncorrelated Variables Masaaki Takada Taiji Suzuki Hironori Fujisawa 65 21 0 06 Nov 2017
Cross-modal Subspace Learning for Fine-grained Sketch-based Image Retrieval Peng Xu Qiyue Yin Yongye Huang Yi-Zhe Song Zhanyu Ma Liang Wang Tao Xiang W. Kleijn Jun Guo 62 89 0 28 May 2017
Coupled Deep Learning for Heterogeneous Face Recognition Xiang Wu Lingxiao Song Ran He Tieniu Tan CVBM 113 103 0 08 Apr 2017
Inexact Proximal Gradient Methods for Non-convex and Non-smooth Optimization Bin Gu De Wang Zhouyuan Huo Heng-Chiao Huang 136 41 0 18 Dec 2016
Optimization on Submanifolds of Convolution Kernels in CNNs Mete Ozay Takayuki Okatani 96 46 0 22 Oct 2016
Structured Sparse Subspace Clustering: A Joint Affinity Learning and Subspace Clustering Framework Chun-Guang Li Chong You René Vidal 56 201 0 17 Oct 2016
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering Chong You Chun-Guang Li Daniel P. Robinson René Vidal 115 243 0 09 May 2016
Learning Structured Ordinal Measures for Video based Face Recognition Ran He Tieniu Tan L. Davis Zhenan Sun CVBM 52 27 0 09 Jul 2015
Convex Learning of Multiple Tasks and their Structure C. Ciliberto Youssef Mroueh T. Poggio Lorenzo Rosasco 112 70 0 13 Apr 2015
The generalized Lasso with non-linear observations Y. Plan Roman Vershynin 217 200 0 13 Feb 2015
Correlation Adaptive Subspace Segmentation by Trace Lasso Canyi Lu Jiashi Feng Zhouchen Lin Shuicheng Yan 63 201 0 18 Jan 2015
Low Complexity Regularization of Linear Inverse Problems Samuel Vaiter Gabriel Peyré M. Fadili 91 33 0 07 Jul 2014
Model Consistency of Partly Smooth Regularizers Samuel Vaiter Gabriel Peyré M. Fadili 70 49 0 05 May 2014
Robust Face Recognition via Adaptive Sparse Representation Jing Wang Canyi Lu Meng Wang Peipei Li Shuicheng Yan Xuegang Hu CVBM 69 229 0 18 Apr 2014
Don't Fall for Tuning Parameters: Tuning-Free Variable Selection in High Dimensions With the TREX Johannes Lederer Christian L. Müller 81 55 0 02 Apr 2014
Swapping Variables for High-Dimensional Sparse Regression with Correlated Measurements Divyanshu Vats Richard G. Baraniuk 56 5 0 05 Dec 2013
A Generalized Online Mirror Descent with Applications to Classification and Regression Francesco Orabona K. Crammer Nicolò Cesa-Bianchi 216 79 0 10 Apr 2013
Sparse Prediction with the $k$ -Support Norm Andreas Argyriou Rina Foygel Nathan Srebro 129 163 0 23 Apr 2012
Structured sparsity-inducing norms through submodular functions Francis R. Bach 168 194 0 25 Aug 2010