Learning Theory from First Principles
Overview & Synopsis
A comprehensive and cutting-edge introduction to the foundations and modern applications of learning theory. This book 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.
Indexed from repository: FreeComputerBooks.com
(
freecomputerbooks.com)
Document Information
| Document Title | Learning Theory from First Principles |
|---|---|
| Author / Organization | Francis Bach |
| Subject & Discipline | Machine Learning, Neural Networks and Deep Learning, Artificial Intelligence, Data Analysis and Data Mining |
| Categories | Machine Learning |
| Publication Year | 2024 |
| ISBN | 0262049449 |
| License / Rights | Creative Commons License (CC) |
| Resource Verification | External Reading Page / Repository |
| Alternative Mirrors & Links | |
| Original Host Website |
FreeComputerBooks.com
(freecomputerbooks.com)
|
| File Format | application/pdf (Portable Document Format) |
| Language | ENGLISH |
| Catalog ID | DOC-9714 |
| Original Source Link | Visit Source Page on freecomputerbooks.com » |
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