High-Dimensional Data Analysis with Low-Dimensional Models - Hardcover
by John Wright, Yi Ma
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Language:EnglishPublisher:Cambridge University PressISBN-13:9781108489737ISBN-10:1108489737UPC:9781108489737Book Category:Technology & Engineering, ComputersBook Subcategory:Signals & Signal Processing, Artificial IntelligenceBook Topic:Computer Vision & Pattern RecognitionSize:9.79 x 7.00 x 1.40 inchesWeight:3.1019Product ID:SCTZGCXGB2
High-Dimensional Data Analysis with Low-Dimensional Models
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...
Language:EnglishPublisher:Cambridge University PressISBN-13:9781108489737ISBN-10:1108489737UPC:9781108489737Book Category:Technology & Engineering, ComputersBook Subcategory:Signals & Signal Processing, Artificial IntelligenceBook Topic:Computer Vision & Pattern RecognitionSize:9.79 x 7.00 x 1.40 inchesWeight:3.1019Product ID:SCTZGCXGB2
Wright, John: - John Wright is an Associate Professor in the Electrical Engineering Department and the Data Science Institute at Columbia University.Ma, Yi: - Yi Ma is a Professor in the Department of Electrical Engineering and Computer Sciences at the University of California, Berkeley. He is a Fellow of the IEEE, ACM, and SIAM.
Publisher: Cambridge University Press
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