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ArticlesPeer ReviewedFull Text
Structured Sparsity through Convex Optimization
Author / Creator:Bach, Francis ; Jenatton, Rodolphe ; Mairal, Julien ; Obozinski, Guillaume
Publisher:Hayward: Institute of Mathematical Statistics
Journal title:Statistical science, 2012-11, Vol.27 (4), p.450-468
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ArticlesPeer ReviewedFull Text
Structured Sparsity Promoting Functions
Author / Creator:Shen, Lixin ; Suter, Bruce W. ; Tripp, Erin E.
Publisher:New York: Springer US
Journal title:Journal of optimization theory and applications, 2019-11, Vol.183 (2), p.386-421
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ArticlesPeer ReviewedFull Text
Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture
Author / Creator:Dong, Weisheng ; Shi, Guangming ; Ma, Yi ; Li, Xin
Publisher:New York: Springer US
Journal title:International journal of computer vision, 2015-09, Vol.114 (2-3), p.217-232
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ArticlesPeer ReviewedFull Text
Structured sparsity regularization for analyzing high-dimensional omics data
Author / Creator:Vinga, Susana
Publisher:England: Oxford University Press
Journal title:Briefings in bioinformatics, 2021-01, Vol.22 (1), p.77-87
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ArticlesPeer ReviewedFull Text
Solving the EEG inverse problem based on space–time–frequency structured sparsity constraints
Author / Creator:Castaño-Candamil, Sebastián ; Höhne, Johannes ; Martínez-Vargas, Juan-David ; An, Xing-Wei ; Castellanos-Domínguez, German ; Haufe, Stefan
Publisher:United States: Elsevier Inc
Journal title:NeuroImage (Orlando, Fla.), 2015-09, Vol.118, p.598-612
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ArticlesPeer ReviewedFull Text
Bayesian EEG source localization using a structured sparsity prior
Author / Creator:Costa, Facundo ; Batatia, Hadj ; Oberlin, Thomas ; D'Giano, Carlos ; Tourneret, Jean-Yves
Publisher:United States: Elsevier Inc
Journal title:NeuroImage (Orlando, Fla.), 2017-01, Vol.144 (Pt A), p.142-152
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ArticlesPeer ReviewedFull Text
Spline-rule ensemble classifiers with structured sparsity regularization for interpretable customer churn modeling
Author / Creator:de Bock, Koen W ; de Caigny, Arno
Publisher:St. Louis: Federal Reserve Bank of St. Louis
Journal title:IDEAS Working Paper Series from RePEc, 2021-11
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ArticlesPeer ReviewedFull Text
EEG extended source imaging with structured sparsity and L1-norm residual
Author / Creator:Xu, Furong ; Liu, Ke ; Yu, Zhuliang ; Deng, Xin ; Wang, Guoyin
Publisher:London: Springer London
Journal title:Neural computing & applications, 2021-07, Vol.33 (14), p.8513-8524
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SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity
Author / Creator:Becker, H. ; Albera, L. ; Comon, P. ; Nunes, J.-C. ; Gribonval, R. ; Fleureau, J. ; Guillotel, P. ; Merlet, I.
Publisher:United States: Elsevier Inc
Journal title:NeuroImage (Orlando, Fla.), 2017-08, Vol.157, p.157-172
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ArticlesPeer ReviewedFull Text
Background subtraction based on logarithm rank function and structured sparsity
Author / Creator:Ban, Ying ; Chen, Lixia ; Wang, Xuewen
Publisher:New York: Springer US
Journal title:Multimedia tools and applications, 2022-06, Vol.81 (15), p.20465-20481
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Sums of Squares and Semidefinite Program Relaxations for Polynomial Optimization Problems with Structured Sparsity
Author / Creator:Waki, Hayato ; Kim, Sunyoung ; Kojima, Masakazu ; Muramatsu, Masakazu
Publisher:Philadelphia: Society for Industrial and Applied Mathematics
Journal title:SIAM journal on optimization, 2006-01, Vol.17 (1), p.218-242
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Weakly decomposable regularization penalties and structured sparsity
Author / Creator:van de Geer, Sara
Publisher:Oxford: Blackwell Publishing Ltd
Journal title:Scandinavian journal of statistics, 2014-03, Vol.41 (1), p.72-86
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TREE-GUIDED GROUP LASSO FOR MULTI-RESPONSE REGRESSION WITH STRUCTURED SPARSITY, WITH AN APPLICATION TO EQTL MAPPING
Author / Creator:Kim, Seyoung ; Xing, Eric P.
Publisher:Institute of Mathematical Statistics
Journal title:The annals of applied statistics, 2012-09, Vol.6 (3), p.1095-1117
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ArticlesPeer ReviewedFull Text
Structured sparsity for spatially coherent fibre orientation estimation in diffusion MRI
Author / Creator:Auría, A. ; Daducci, A. ; Thiran, J.-P. ; Wiaux, Y.
Publisher:United States: Elsevier Inc
Journal title:NeuroImage (Orlando, Fla.), 2015-07, Vol.115, p.245-255
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Accelerated parallel magnetic resonance imaging with compressed sensing using structured sparsity
Author / Creator:Dwork, Nicholas ; Gordon, Jeremy W. ; Englund, Erin K.
Publisher:United States: Society of Photo-Optical Instrumentation Engineers
Journal title:Journal of medical imaging (Bellingham, Wash.), 2024-05, Vol.11 (3), p.033504-033504
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Heterogeneous representation learning with separable structured sparsity regularization
Author / Creator:Yang, Pei ; Tan, Qi ; Zhu, Yada ; He, Jingrui
Publisher:London: Springer London
Journal title:Knowledge and information systems, 2018-06, Vol.55 (3), p.671-694
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ArticlesPeer ReviewedFull Text
EEG extended source imaging with structured sparsity and $$L_1$$-norm residual
Author / Creator:Xu, Furong ; Liu, Ke ; Yu, Zhuliang ; Deng, Xin ; Wang, Guoyin
Journal title:Neural computing & applications, 2021-07, Vol.33 (14), p.8513-8524
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ArticlesPeer ReviewedFull Text
Multiscale Mining of fMRI Data with Hierarchical Structured Sparsity
Author / Creator:Jenatton, Rodolphe ; Gramfort, Alexandre ; Michel, Vincent ; Obozinski, Guillaume ; Eger, Evelyn ; Bach, Francis ; Thirion, Bertrand
Publisher:Philadelphia: Society for Industrial and Applied Mathematics
Journal title:SIAM journal on imaging sciences, 2012-01, Vol.5 (3), p.835-856
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ArticlesPeer ReviewedFull Text
Large-Scale Structured Sparsity via Parallel Fused Lasso on Multiple GPUs
Author / Creator:Lee, Taehoon ; Won, Joong-Ho ; Lim, Johan ; Yoon, Sungroh
Publisher:Alexandria: Taylor & Francis
Journal title:Journal of computational and graphical statistics, 2017-10, Vol.26 (4), p.851-864
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ArticlesPeer ReviewedFull Text
SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured...
Author / Creator:H. Becker ; L. Albera ; P. Comon ; J.-C. Nunes ; R. Gribonval ; J. Fleureau ; P. Guillotel ; I. Merlet
Publisher:Elsevier
Journal title:NeuroImage (Orlando, Fla.), 2017-08, Vol.157, p.157-172
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Structured Sparsity through Convex Optimization

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Structured Sparsity Promoting Functions

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Image Restoration via Simultaneous Sparse Coding: Where Structured Sparsity Meets Gaussian Scale Mixture

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Structured sparsity regularization for analyzing high-dimensional omics data

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Solving the EEG inverse problem based on space–time–frequency structured sparsity constraints

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Bayesian EEG source localization using a structured sparsity prior

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Spline-rule ensemble classifiers with structured sparsity regularization for interpretable customer churn modeling

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EEG extended source imaging with structured sparsity and L1-norm residual

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SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity

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Background subtraction based on logarithm rank function and structured sparsity

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Sums of Squares and Semidefinite Program Relaxations for Polynomial Optimization Problems with Structured Sparsity

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Weakly decomposable regularization penalties and structured sparsity

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TREE-GUIDED GROUP LASSO FOR MULTI-RESPONSE REGRESSION WITH STRUCTURED SPARSITY, WITH AN APPLICATION TO EQTL MAPPING

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Structured sparsity for spatially coherent fibre orientation estimation in diffusion MRI

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Accelerated parallel magnetic resonance imaging with compressed sensing using structured sparsity

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Heterogeneous representation learning with separable structured sparsity regularization

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EEG extended source imaging with structured sparsity and $$L_1$$-norm residual

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Multiscale Mining of fMRI Data with Hierarchical Structured Sparsity

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Large-Scale Structured Sparsity via Parallel Fused Lasso on Multiple GPUs

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SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured...

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