Greg Ongie

Representation Costs in Data Science: Foundations and the Quasi-Banach Spaces of Deep Neural Networks

This work proves that the representation cost is a power of a quasi-seminorm and that the native space is a quasi-Banach space with nonconvex unit ball when $L>2$.