Autonoml: Towards an Integrated Framework for Autonomous Machine Learning

by Katarzyna Musial, Bogdan Gabrys, David Jacob Kedziora

Over the last decade, the long-running endeavour to automate high-level processes in machine learning (ML) has risen to mainstream prominence. Beyond this, an even loftier goal is the pursuit of autonomy, which describes the capability of the system to independently adjust an ML solution over a lifetime of changing contexts. This monograph provides an expansive perspective on what constitutes an automated/autonomous ML system. In doing so, the authors...

• Format: Paperback
• Language: English
• ISBN: 1638283168
• ISBN13: 9781638283164
• Release Date: February 2024
• Publisher: Now Publishers
• Length: 194 Pages
• Weight: 0.62 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"