High-Dimensional Data Analysis with Low-Dimensional Models
Principles, Computation, and Applications
By John Wright,Yi Ma | Publisher: Cambridge University Press
About the book
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 Candes.
Editions of High-Dimensional Data Analysis with Low-Dimensional Models
- Hardcover
- ISBN 9781108489737
Read an Excerpt
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 Candes.
Frequently Asked Questions
What is High-Dimensional Data Analysis with Low-Dimensional Models about?
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 Candes.
What core themes, tropes, or subjects are explored in High-Dimensional Data Analysis with Low-Dimensional Models?
Reference, Information and Interdisciplinary subjects > Research and information: general > Data science and analysis
Where can I read a sample of High-Dimensional Data Analysis with Low-Dimensional Models?
You can read an official preview of the few pages here https://www.book2look.com/book/9781108489737
How long is High-Dimensional Data Analysis with Low-Dimensional Models and how many pages does it have?
High-Dimensional Data Analysis with Low-Dimensional Models has 650 page(s)
Who is/are the Author/s of the book High-Dimensional Data Analysis with Low-Dimensional Models?
John Wright,Yi Ma
What are the ISBN numbers for the physical and digital editions?
High-Dimensional Data Analysis with Low-Dimensional Models is available as hardcover(ISBN 9781108489737)
Where can I buy High-Dimensional Data Analysis with Low-Dimensional Models online or support local independent bookshops?
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Where can I buy High-Dimensional Data Analysis with Low-Dimensional Models?