Compressed sensing for radio interferometry: prior-enhanced Basis Pursuit imaging techniques

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As radio telescope data is now increasingly high-dimensional, data reduction has become essential to reduce computational load while preserving accurate signal reconstruction. Gridding the continuous Fourier visibilities represents the standard approach to ...

We consider the problem of testing positively dependent multiple hypotheses, assuming that prior information about the dependence structure is available. We propose two-step multiple comparisons procedures that exploit the prior information of the dependen ...

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Compressed sensing for radio interferometry: prior-enhanced Basis Pursuit imaging techniques

Chattez avec Graph Search

Dimension embedding for big data in radio interferometry

Multiple comparisons procedures for complex dependent data with application to study human brain complex network properties

Meta-analysis of incomplete microarray studies

Reconstruction of Network Coded Sources From Incomplete Datasets

Improved statistical evaluation of group differences in connectomes by screening-filtering strategy with application to study maturation of brain connections between childhood and adolescence