Description: High-Dimensional Data Analysis with Low-Dimensional Models by John Wright, Yi Ma Estimated delivery 3-12 business days Format Hardcover Condition Brand New Description A systematic introduction to the theory, algorithms, and applications of key mathematical models for data science. Covering applications including imaging, communication, and face recognition, with online code, it is ideal for senior/graduate students in computer science, data science, and electrical engineering. With foreword by Emmanuel Candès. Publisher Description 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 networks for classification. With code available online, this is an ideal textbook for senior and graduate students in computer science, data science, and electrical engineering, as well as for those taking courses on sparsity, low-dimensional structures, and high-dimensional data. Foreword by Emmanuel Candès. Author Biography John Wright is an Associate Professor in the Electrical Engineering Department and the Data Science Institute at Columbia University. 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. Details ISBN 1108489737 ISBN-13 9781108489737 Title High-Dimensional Data Analysis with Low-Dimensional Models Author John Wright, Yi Ma Format Hardcover Year 2022 Pages 650 Publisher Cambridge University Press GE_Item_ID:135020340; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. Returns If you wish to return an item, please consult our Returns Policy as below: Please contact Customer Services and request "Return Authorisation" before you send your item back to us. Unauthorised returns will not be accepted. Returns must be postmarked within 4 business days of authorisation and must be in resellable condition. Returns are shipped at the customer's risk. We cannot take responsibility for items which are lost or damaged in transit. For purchases where a shipping charge was paid, there will be no refund of the original shipping charge. Additional Questions If you have any questions please feel free to Contact Us. Categories Baby Books Electronics Fashion Games Health & Beauty Home, Garden & Pets Movies Music Sports & Outdoors Toys
Price: 97.62 USD
Location: Fairfield, Ohio
End Time: 2024-11-29T03:08:52.000Z
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Restocking Fee: No
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ISBN-13: 9781108489737
Book Title: High-Dimensional Data Analysis with Low-Dimensional Models
Number of Pages: 650 Pages
Publication Name: High-Dimensional Data Analysis with Low-Dimensional Models : Principles, Computation, and Applications
Language: English
Publisher: Cambridge University Press
Publication Year: 2022
Subject: General, Computer Vision & Pattern Recognition
Item Height: 1.4 in
Features: New Edition
Type: Textbook
Subject Area: Computers, Science
Author: Yima, John Wright
Item Length: 9.9 in
Item Width: 6.9 in
Format: Hardcover
