Machine Learning with Noisy Labels: Definitions, Theory, Techniques and Solutions

by Gustavo Carneiro

Machine Learning and Noisy Labels: Definitions, Theory, Techniques and Solutions provides an ideal introduction to machine learning with noisy labels that is suitable for senior undergraduates, post graduate students, researchers and practitioners using, and researching, machine learning methods. Most of the modern machine learning models based on deep learning techniques depend on carefully curated and cleanly labeled training sets to be reliably...

• Format: Paperback
• Language: English
• ISBN: 0443154414
• ISBN13: 9780443154416
• Release Date: April 2024
• Publisher: Academic Press
• Length: 312 Pages