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Mehryar Mohri (1)

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Foundations of Machine Learning / 2nd edition

2023 || Hardcover || Mehryar Mohri e.a. || MIT Press

A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms. This book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of algorithms. It also describes several key aspects of the application of these al...