Variational Gram Functions: Convex Analysis and Optimization

Amin Jalali, Maryam Fazel, Lin Xiao

We propose a new class of convex penalty functions, called \emph{variational Gram functions} (VGFs), that can promote pairwise relations, such as orthogonality, among a set of vect…