
The author delves into the mathematical foundations and complexities of deep learning, exploring various theories and applications.


coremsg

We describe the new field of mathematical analysis of deep learning. This field emerged around a list of research questions that were not answered within the classical framework of learning theory. These questions conc…

The Modern Mathematics of Deep LearningThis review paper will appear as a book chapter in the book \csq@thequote@oinit\csq@thequote@oopenTheory of Deep Learning\csq@thequote@oclose by Cambridge University Press.

Comprehensive-Review-of-Deep-Learning-Mathematics


Comprehensive Review of Deep Learning Mathematics
