Machine learning : a constraint-based approach.

Machine Learning: A Constraint-Based Approach, Second Edition provides readers with a refreshing look at the basic models and algorithms of machine learning, with an emphasis on current topics of interest that include neural networks and kernel machines. The book presents the information in a truly...

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Bibliographic Details
Main Authors:	Gori, Marco (Author), Betti, Alessandro (Author), Melacci, Stefano (Author)
Corporate Author:	ScienceDirect (Online service)
Format:	eBook
Language:	English
Published:	Amsterdam : Morgan Kaufmann, 2023.
Edition:	Second edition /
Subjects:	Machine learning. Algorithms. Apprentissage automatique. Algorithmes. algorithms. Algorithms Machine learning Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

1. The Big Picture
2. Learning Principles
3. Linear-Threshold Machines
4. Kernel Machines
5. Deep Architectures
6. Learning from Constraints
7. Epilogue
8. Answers to selected exercises.