Articoli correlati a Mathematical Analysis of Machine Learning Algorithms

Mathematical Analysis of Machine Learning Algorithms - Rilegato

Zhang, Tong

 
9781009098380: Mathematical Analysis of Machine Learning Algorithms

Sinossi

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

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Informazioni sull'autore

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.'

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