D. Brie

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20112023

most citedHyperspectral Super-Resolution with Coupled Tucker Approximation: Recoverability and SVD-based algorithms

92 citations · 312 across the 12 of their papers we have counts for

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math.NA2023

On factorization of rank-one auto-correlation matrix polynomials

Konstantin Usevich, Julien Flamant, Marianne Clausel +1

This article characterizes the rank-one factorization of auto-correlation matrix polynomials. We establish a sufficient and necessary uniqueness condition for uniqueness of the fac…

math.NA2014★ 48 cited

Homotopy based algorithms for $ℓ_{0}$ -regularized least-squares

Charles Soussen, Jérôme Idier, Junbo Duan +1

Sparse signal restoration is usually formulated as the minimization of a quadratic cost function $∥ y - A x ∥_{2}^{2}$ , where A is a dictionary and x is an unknown sparse vector. It is we…

On factorization of rank-one auto-correlation matrix polynomials

Homotopy based algorithms for ℓ0​-regularized least-squares

Homotopy based algorithms for $ℓ_{0}$ -regularized least-squares