16 citations · 31 across the 4 of their papers we have counts for
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cs.LG2021
Selective Multiple Power Iteration: from Tensor PCA to gradient-based exploration of landscapes
Mohamed Ouerfelli, Mohamed Tamaazousti, Vincent Rivasseau
We propose Selective Multiple Power Iterations (SMPI), a new algorithm to address the important Tensor PCA problem that consists in recovering a spike corrup…
hep-th2021★ 13 cited
Functional renormalization group for multilinear disordered Langevin dynamics I: Formalism and first numerical investigations at equilibrium
Vincent Lahoche, Dine Ousmane Samary, Mohamed Ouerfelli
This paper aims at using the functional renormalization group formalism to study the equilibrium states of a stochastic process described by a quench--disordered multilinear Langev…