Semi-discrete optimization through semi-discrete optimal transport: a framework for neural architecture search

Nicolas Garcia Trillos, Javier Morales

In this paper we introduce a theoretical framework for semi-discrete optimization using ideas from optimal transport. Our primary motivation is in the field of deep learning, and s…