Learning theory from first principles
Bach, Francis
Learning theory from first principles - London The MIT Press 2024 - xvii, 475 p. Includes bibliographical reference and index
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.
9780262049443
Textual
Learning theory from first principles - London The MIT Press 2024 - xvii, 475 p. Includes bibliographical reference and index
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.
9780262049443
Textual