Tong Zhang (Hong Kong University of Science and Technology)
Gebundenes Buch
Mathematical Analysis of Machine Learning Algorithms
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This self-contained textbook introduces students and researchers of AI to the key mathematical concepts and techniques necessary to learn and analyze machine learning algorithms. Readers will gain the technical knowledge needed to understand research papers in theoretical machine learning, without much difficulty.
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.'
Produktbeschreibung
- Verlag: Cambridge University Press
- Seitenzahl: 479
- Erscheinungstermin: 10. August 2023
- Englisch
- Abmessung: 256mm x 180mm x 28mm
- Gewicht: 1036g
- ISBN-13: 9781009098380
- ISBN-10: 1009098381
- Artikelnr.: 67636842
Herstellerkennzeichnung
Libri GmbH
Europaallee 1
36244 Bad Hersfeld
gpsr@libri.de
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