Items related to Mathematical Analysis of Machine Learning Algorithms

Mathematical Analysis of Machine Learning Algorithms - Hardcover

Tong Zhang

 
9781009098380: Mathematical Analysis of Machine Learning Algorithms
Hardcover
ISBN 10: 1009098381 ISBN 13: 9781009098380
Publisher: Cambridge University Press, 2023

Synopsis

Introduction to the mathematical foundation for understanding and analyzing machine learning algorithms for AI students and researchers.

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About the Author

Tong Zhang is Chair Professor of Computer Science and Mathematics at the Hong Kong University of Science and Technology, where his research focuses on machine learning, big data, and their applications. A Fellow of the IEEE, the American Statistical Association, and the Institute of Mathematical Statistics, Zhang has served as Chair or Area chair at major machine learning conferences such as NeurIPS, ICML, and COLT, and he has been an associate editor for several top machine learning publications including PAMI, JMLR, and 'Machine Learning.'

"About this title" may belong to another edition of this title.

Publisher
Cambridge University Press
Publication date
2023
Language
English
ISBN 10 
1009098381
ISBN 13 
9781009098380
Binding
Hardcover
Edition number
1
Number of pages
479