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,…