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This text presents a wide-ranging and rigorous overview of nearest neighbor methods, one of the most important paradigms in machine learning. Now in one self-contained volume, this book systematically covers key statistical, probabilistic, combinatorial and geometric ideas for understanding, analyzing and developing nearest neighbor methods. Grard Biau is a professor at Universit Pierre et Marie Curie (Paris). Luc Devroye is a professor at the School of Computer Science at McGill University (Montreal).
- Format: Pocket/Paperback
- ISBN: 9783319797823
- Språk: Engelska
- Antal sidor: 290
- Utgivningsdatum: 2019-03-21
- Förlag: Springer International Publishing AG