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Metric Learning (Synthesis Lectures on Artificial Intelligence and Machine Learning)

Aurélien Bellet, Amaury Habrard, Marc Sebban




[PDF.uu74] Metric Learning (Synthesis Lectures on Artificial Intelligence and Machine Learning)

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 | #6652117 in Books |  2015-01-12 | Original language:English | PDF # 1 |  9.25 x.36 x7.50l,.60 | File type: PDF | 151 pages

||About the Author|Aurelien Bellet received his Ph.D. in Machine Learning from the University of Saint-Etienne (France) in 2012. His work focused on algorithmic and theoretical aspects of metric and similarity learning. After completing his thesis, he was a postdo

Similarity between objects plays an important role in both human cognitive processes and artificial systems for recognition and categorization. How to appropriately measure such similarities for a given task is crucial to the performance of many machine learning, pattern recognition and data mining methods. This book is devoted to metric learning, a set of techniques to automatically learn similarity and distance functions from data that has attracted a lot of interest i...

You easily download any file type for your device.Metric Learning (Synthesis Lectures on Artificial Intelligence and Machine Learning)   |  Aurélien Bellet, Amaury Habrard, Marc Sebban. Just read it with an open mind because none of us really know.

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