Stochastic optimization on matrices and a graphon McKean-Vlasov limit

Zaid Harchaoui, Sewoong Oh, Soumik Pal +2

We consider stochastic gradient descents on the space of large symmetric matrices of suitable functions that are invariant under permuting the rows and columns using the same permu…