96 citations · 188 across the 13 of their papers we have counts for
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math.PR2010★ 6 cited
Almost sure localization of the eigenvalues in a gaussian information plus noise model. Applications to the spiked models
Philippe Loubaton, Pascal Vallet
Let be a random matrix defined by where is a uniformly bounded deterministic matrix and…
math.PR2010★ 4 cited
On bilinear forms based on the resolvent of large random matrices
Walid Hachem, Philippe Loubaton, Jamal Najim +1
Consider a matrix with random independent entries, each non-centered with a separable variance profile. In this article, we study the limiting behavior of the random bilinear…
cs.IT2010★ 96 cited
Improved subspace estimation for multivariate observations of high dimension: the deterministic signals case
Pascal Vallet, Philippe Loubaton, Xavier Mestre
We consider the problem of subspace estimation in situations where the number of available snapshots and the observation dimension are comparable in magnitude. In this context, tra…