Learning Theory from First Principles
$200.45
- Hardcover
478 pages
- Release Date
27 January 2025
Summary
Learning Theory from First Principles: A Rigorous and Practical Guide
A comprehensive and cutting-edge introduction to the foundations and modern applications of learning theory. 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…
Book Details
| ISBN-13: | 9780262049443 |
|---|---|
| ISBN-10: | 0262049449 |
| Series: | Adaptive Computation and Machine Learning series |
| Author: | Francis Bach |
| Publisher: | MIT Press Ltd |
| Imprint: | MIT Press |
| Format: | Hardcover |
| Number of Pages: | 478 |
| Release Date: | 27 January 2025 |
| Weight: | 567g |
| Dimensions: | 178mm x 114mm |
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About The Author
Francis Bach
Francis Bach is a researcher at Inria where he leads the machine learning team which is part of the Computer Science department at Ecole Normale Superieure. His research focuses on machine learning and optimization.
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