Algorithmic Foundations of Deep Learning

Mathematical Foundations of Deep Learning Models and Algorithms (Graduate Studies in Mathematics)

The Algorithmic Age: From Foundations to Frontiers

Scientific Machine Learning: Foundations, Algorithms, and Applications

Elements of Causal Inference – Foundations and Learning Algorithms