Download PDF Machine Learning: A

Machine Learning: A Constraint-Based Approach by Marco Gori, Alessandro Betti, Stefano Melacci, Marco Gori, Alessandro Betti, Stefano Melacci

• Machine Learning: A Constraint-Based Approach
• Marco Gori, Alessandro Betti, Stefano Melacci, Marco Gori, Alessandro Betti, Stefano Melacci
• Page: 680
• Format: pdf, ePub, mobi, fb2
• ISBN: 9780323898591
• Publisher: Elsevier Science

Download Machine Learning: A Constraint-Based Approach

Ebook free download txt Machine Learning: A Constraint-Based Approach

Overview

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 unified manner that is based on the notion of learning from environmental constraints. It draws a path towards deep integration with machine learning that relies on the idea of adopting multivalued logic formalisms, such as in fuzzy systems. Special attention is given to deep learning, which nicely fits the constrained-based approach followed in this book. The book presents a simpler unified notion of regularization, which is strictly connected with the parsimony principle, including many solved exercises that are classified according to the Donald Knuth ranking of difficulty, which essentially consists of a mix of warm-up exercises that lead to deeper research problems. A software simulator is also included.

Other ebooks: PDF EPUB Download Sunburst (Sky King Ranch Book #2) by Susan May Warren Full Book site, Read [Pdf]> The Executioner and Her Way of Life, Vol. 5 by Mato Sato, nilitsu, Mato Sato, nilitsu download pdf, DOWNLOAD [PDF] {EPUB} Nein, Nein, Nein!: One Man's Tale of Depression, Psychic Torment, and a Bus Tour of the Holocaust by Jerry Stahl link, Download PDF They Don't Need to Understand: Stories of Hope, Fear, Family, Life, and Never Giving In by Andy Biersack pdf,