Model Selection and Error Estimation in a Nutshell

By Luca Oneto

Book Overview

Introduction.- The "Five W" of MS & EE.- Preliminaries.- Resampling Methods.- Complexity-Based Methods.- Compression Bound.- Algorithmic Stability Theory.- PAC-Bayes Theory.- Differential Privacy Theory.- Conclusions & Further Readings.

• Format: Paperback
• Language: English
• ISBN: 3030243613
• ISBN13: 9783030243616
• Release Date: August 2020
• Publisher: Springer
• Length: 132 Pages
• Weight: 0.48 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"