Lattice-based Deep Neural Networks: Regularity and Tailored Regularization

Alexander Keller, Frances Y. Kuo, Dirk Nuyens +1

This survey article is concerned with the application of lattice rules to Deep Neural Networks (DNNs), lattice rules being a family of quasi-Monte Carlo methods. They have demonstr…