Farzad Pourkamali

Bayesian Extensive-Rank Matrix Factorization with Rotational Invariant Priors

We consider a statistical model for matrix factorization in a regime where the rank of the two hidden matrix factors grows linearly with their dimension and their product is corrupted by additive noise. Despite various approaches, statistical and algorithmic limits of such problems have remained elu…