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...

The new edition of a comprehensive overview of the modern Chinese economy, revised to reflect the end of the miracle growth period. This comprehensive overview of the modern Chinese economy by a noted expert on China's economic development offers a quality and breadth of coverage not found in any other English-language text. In The Chinese Economy, Barry Naughton provides both a broadly focused introduction to China's economy since 1949 and original insights based on his own extensive researc...