collaborators

1 paper

cs.LG2020

Convex Representation Learning for Generalized Invariance in Semi-Inner-Product Space

Yingyi Ma, Vignesh Ganapathiraman, Yaoliang Yu +1

Invariance (defined in a general sense) has been one of the most effective priors for representation learning. Direct factorization of parametric models is feasible only for a smal…