Results 211 to 220 of about 605,737 (255)

DIF Analysis with Unknown Groups and Anchor Items. [PDF]

open access: yesPsychometrika
Wallin G, Chen Y, Moustaki I.
europepmc   +1 more source

Whole-brain causal discovery using fMRI. [PDF]

open access: yesNetw Neurosci
Arab F   +4 more
europepmc   +1 more source

A large-scale benchmark for network inference from single-cell perturbation data. [PDF]

open access: yesCommun Biol
Chevalley M   +4 more
europepmc   +1 more source

Equivalence Probability and Sparsity of Two Sparse Solutions in Sparse Representation

open access: closedIEEE Transactions on Neural Networks, 2008
This paper discusses the estimation and numerical calculation of the probability that the 0-norm and 1-norm solutions of underdetermined linear equations are equivalent in the case of sparse representation. First, we define the sparsity degree of a signal.
Shun-ichi Amari   +4 more
semanticscholar   +5 more sources

Solving inverse obstacle problems using inverse source, equivalence principles and sparsity promotion

2017 International Conference on Electromagnetics in Advanced Applications (ICEAA), 2017
This paper introduces a new linear approach for the solution of inverse obstacles problem in case of both penetrable and impenetrable objects. The approach takes advantage from the equivalence principles and from sparsity based regularizations. In particular, thank to the fact that for both high conductivity and dielectric scatterers, induced and ...
Tommaso Isernia, Martina T. Bevacqua
openaire   +3 more sources

$NP/CMP$ Equivalence: A Phenomenon Hidden Among Sparsity Models $l_{0}$ Minimization and $l_{p}$ Minimization for Information Processing

open access: yesIEEE Transactions on Information Theory, 2015
In this paper, we have proved that in every underdetermined linear system $Ax=b$ , there corresponds a constant $p^{*}(A,b)>0$ such that every solution to the $l_{p}$ -norm minimization problem also solves the $l_{0}$ -norm minimization problem whenever $
Jigen Peng, Shigang Yue, Haiyang Li
openaire   +2 more sources

Home - About - Disclaimer - Privacy