Deep Learning Architectures: A Mathematical Approach (Springer Series in the Data Sciences)

Mathematical Foundations for Data Analysis (Springer Series in the Sciences)

First order and Stochastic Optimization Methods for Machine Learning (Springer Series in...

Multivariate Data Analysis on Matrix Manifolds: (with Manopt) (Springer Series in the Sciences)

Mathematical Engineering of Deep Learning (Chapman & Hall/CRC Data Science Series)