26 citations · 95 across the 9 of their papers we have counts for
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cond-mat.dis-nn2021★ 26 cited
Perturbative construction of mean-field equations in extensive-rank matrix factorization and denoising
Antoine Maillard, Florent Krzakala, Marc Mézard +1
Factorization of matrices where the rank of the two factors diverges linearly with their sizes has many applications in diverse areas such as unsupervised representation learning,…
cond-mat.dis-nn2021★ 2 cited
Large Deviations of Semi-supervised Learning in the Stochastic Block Model
Hugo Cui, Luca Saglietti, Lenka Zdeborová
In community detection on graphs, the semi-supervised learning problem entails inferring the ground-truth membership of each node in a graph, given the connectivity structure and a…