Convex Optimization with an Interpolation-based Projection and its Application to Deep Learning

Riad Akrour, Asma Atamna, Jan Peters

Convex optimizers have known many applications as differentiable layers within deep neural architectures. One application of these convex layers is to project points into a convex…