Mathematical Theories of Machine Learning - Theory and Applications

by S S Iyengar, Bin Shi, S.S. Iyengar, et al.

No Customer Reviews

Select Format

Select Condition

Book Overview

This book studies mathematical theories of machine learning. The first part of the book explores the optimality and adaptivity of choosing step sizes of gradient descent for escaping strict saddle points in non-convex optimization problems. In the second part, the authors propose algorithms to find local minima in nonconvex optimization and to obtain global minima in some degree from the Newton Second Law without friction. In the third part, the...

Format:Paperback

Language:English

ISBN:3030170780

ISBN13:9783030170783

Release Date:August 2020

Publisher:Springer

Length:133 Pages

Weight:0.50 lbs.

Dimensions:0.3" x 6.1" x 9.2"

Related Subjects

Computers Computers & Technology Engineering Technology

Customer Reviews

0 rating

Write a review

ThriftBooks sells millions of used books at the lowest everyday prices. We personally assess every book's quality and offer rare, out-of-print treasures. We deliver the joy of reading in recyclable packaging with free standard shipping on US orders over $15. ThriftBooks.com. Read more. Spend less.

Copyright © 2024 Thriftbooks.com Terms of Use | Privacy Policy | Do Not Sell/Share My Personal Information | Cookie Policy | Cookie Preferences | Accessibility Statement
ThriftBooks^® and the ThriftBooks^® logo are registered trademarks of Thrift Books Global, LLC

Mathematical Theories of Machine Learning - Theory and Applications

Select Format

Select Condition

Recommended

Book Overview

Customer Reviews

Popular Categories

Website

My Account

Partnerships

Quick Help

About Us

Follow Us