Found 42 Documents (Results 1–42)
Selective inference for sparse multitask regression with applications in neuroimaging. (English) Zbl 07832654
MSC:
62Pxx
A reconstructed feasible solution-based safe feature elimination rule for expediting multi-task Lasso. (English) Zbl 07833424
Bayesian modeling of interaction between features in sparse multivariate count data with application to microbiome study. (English) Zbl 07789362
MSC:
62Pxx
Joint gene network construction by single-cell RNA sequencing data. (English) Zbl 1522.62123
MSC:
62P10
On the support recovery of jointly sparse Gaussian sources via sparse Bayesian learning. (English) Zbl 1534.94015
MSC:
94A12
Bayesian sparse spiked covariance model with a continuous matrix shrinkage prior. (English) Zbl 1531.62037
Sparse linear discriminant analysis for multiview structured data. (English) Zbl 1520.62316
MSC:
62P10
Target redirected regression with dynamic neighborhood structure. (English) Zbl 1475.62205
MSC:
62J02
Analysis of hard-thresholding for distributed compressed sensing with one-bit measurements. (English) Zbl 1470.94052
Accurate and efficient image reconstruction from multiple measurements of Fourier samples. (English) Zbl 1474.94026
MSC:
94A08
An improved total variation regularized RPCA for moving object detection with dynamic background. (English) Zbl 1449.90295
On rank awareness, thresholding, and MUSIC for joint sparse recovery. (English) Zbl 1497.94018
MSC:
94A12
A mixed \(\ell_1\) regularization approach for sparse simultaneous approximation of parameterized PDEs. (English) Zbl 07167647
Joint-block-sparsity for efficient 2-D DOA estimation with multiple separable observations. (English) Zbl 1422.94010
MSC:
94A12
Joint sparse recovery based on variances. (English) Zbl 1454.94020
Reviewer: Constantin Popa (Constanţa)
PET-MRI joint reconstruction by joint sparsity based tight frame regularization. (English) Zbl 1401.65064
Fast computation of stationary joint probability distribution of sparse Markov chains. (English) Zbl 1379.65005
A joint sparse recovery framework for accurate reconstruction of inclusions in elastic media. (English) Zbl 1391.35428
A new direction-of-arrival estimation method exploiting signal structure information. (English) Zbl 1402.94027
MSC:
94A12
Distributed compressed sensing based joint detection and tracking for multistatic radar system. (English) Zbl 1434.94029
MSC:
94A12
Analysis of convergence for the alternating direction method applied to joint sparse recovery. (English) Zbl 1410.94021
A non-iterative method for the electrical impedance tomography based on joint sparse recovery. (English) Zbl 1319.35301
TV-min and greedy pursuit for constrained joint sparsity and application to inverse scattering. (English) Zbl 1338.15040
MSC:
15A29
Absorption and phase retrieval with Tikhonov and joint sparsity regularizations. (English) Zbl 1322.65067
Reviewer: Thorsten Hohage (Göttingen)
Simultaneous multiple response regression and inverse covariance matrix estimation via penalized Gaussian maximum likelihood. (English) Zbl 1259.62043
Recovery algorithms for vector-valued data with joint sparsity constraints. (English) Zbl 1211.65066
Iterative thresholding algorithms. (English) Zbl 1149.65038
Reviewer: Mikhail Yu. Kokurin (Yoshkar-Ola)
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