High-Dimensional Data Analysis with Low-Dimensional Models
Product Details 基本信息 ISBN-13 书号 9781108489737 Author 作者 JohnWright Publisher 出版社 Cambridge University Press Publication Date 出版日期 20220113 Book Description 内容简介 Connecting theory with practice, this systematic and rigorous introduction covers the fundamental principles, algorithms and applications of key mathematical models for high-dimensional data analysis. Comprehensive in its approach, it provides unified coverage of many different low-dimensional models and analytical techniques, including sparse and low-rank models, and both convex and non-convex formulations. Readers will learn how to develop efficient and scalable algorithms for solving real-world problems, supported by numerous examples and exercises throughout, and how to use the computational tools learnt in several application contexts. Applications presented include scientific imaging, communication, face recognition, 3D vision, and deep
¥717.00
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英文原版 High-Dimensional Data Analysis with Low-Dimensional Mod
¥819.00
英文原版 High-Dimensional Data Analysis with Low-Dimensional Mod
¥819.00