Optimization for Machine Learning

Book Overview

An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities.

The interplay between optimization and machine learning is one of the most important developments in modern computational science. Optimization formulations and methods are proving to be vital in designing algorithms to extract essential knowledge from huge volumes of data. Machine learning,...

• Format: Paperback
• Language: English
• ISBN: 0262537761
• ISBN13: 9780262537766
• Release Date: September 2011
• Publisher: MIT Press
• Length: 512 Pages
• Weight: 2.35 lbs.
• Dimensions: 1.0" x 7.9" x 9.9"
• Age Range: 18 years and up
• Grade Range: Postsecondary and higher