Non-convex Optimization for Machine Learning

by Prateek Jain and Purushottam Kar

Non-convex Optimization for Machine Learning takes an in-depth look at the basics of non-convex optimization with applications to machine learning. It introduces the rich literature in this area, as well as equipping the reader with the tools and techniques needed to analyze these simple procedures for non-convex problems.

Non-convex Optimization for Machine Learning is as self-contained as possible while not losing focus of the main topic...

• Format: Paperback
• Language: English
• ISBN: 1680833685
• ISBN13: 9781680833683
• Release Date: February 2018
• Publisher: Now Publishers
• Length: 218 Pages
• Weight: 0.69 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"