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Product Details 基本信息 ISBN-13 书号 9783319831909 Author 作者 Hà Quang Minh Pattern Analysis and Computer Vision Genoa Format 版本 平装-胶订 Publisher 出版社 Springer Berlin Heidelberg Publication Date 出版日期 2018-06-28 Language 语种 英语 Book Contents 内容简介 This book presents a selection of the most recent algorithmic advances in Riemannian?geometry in the context of machine learning, statistics, optimization, computer?vision, and related fields. The unifying theme of the different chapters in the book?is the exploitation of the geometry of data using the mathematical machinery of?Riemannian geometry. As demonstrated by all the chapters in the book, when the data?is intrinsically non-Euclidean, the utilization of this geometrical information can lead?to better algorithms that can capture more accurately the structures inherent in the?data, leading ultimately to better empirical performance. This boo
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