TY  - BOOK
AU  - Bach, Francis
TI  - Learning theory from first principles
SN  - 9780262049443
PY  - 2024///
CY  - London
PB  - The MIT Press 
N2  - Research has exploded in the field of machine learning resulting in complex mathematical arguments that are hard to grasp for new comers. . In this accessible textbook, Francis Bach presents the foundations and latest advances of learning theory for graduate students as well as researchers who want to acquire a basic mathematical understanding of the most widely used machine learning architectures.
ER  -