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Mathematical Analysis of Machine Learning Algorithms
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  • Title: Mathematical Analysis of Machine Learning Algorithms
  • Author(s) Tong Zhang
  • Publisher: Cambridge University Press; 1st edition (August 10, 2023); eBook (Unedited Prepublication Version)
  • Permission: This unedited prepublication version is free to view and download for personal use only. Not for redistribution or commercial use.
  • Paperback: 479 pages
  • eBook: PDF and Read Online
  • Language: English
  • ISBN-10/ASIN: 1009098381
  • ISBN-13: 978-1009098380
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Book Description

This self-contained textbook introduces students and researchers of AI to the main mathematical techniques used to analyze machine learning algorithms, with motivations and applications.

About the Author(s)
  • 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.
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