16 citations · 69 across the 27 of their papers we have counts for
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math.ST2016★ 1 cited
Sparse Recovery from Extreme Eigenvalues Deviation Inequalities
Sandrine Dallaporta, Yohann De Castro
This article provides a new toolbox to derive sparse recovery guarantees from small deviations on extreme singular values or extreme eigenvalues obtained in Random Matrix Theory. T…
math.ST2016★ 7 cited
Reconstructing undirected graphs from eigenspaces
Yohann De Castro, Thibault Espinasse, Paul Rochet
In this paper, we aim at recovering an undirected weighted graph of vertices from the knowledge of a perturbed version of the eigenspaces of its adjacency matrix . For insta…