[PDF/Kindle] Machine Learning: A

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

Machine-Learning-A-Constraint.pdf
ISBN: 9780323898591 | 680 pages | 17 Mb

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

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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.

Machine learning : a constraint-based approach - HKALL
Machine learning : a constraint-based approach Checked out from University Library UL (Q325.5 .G67 2018). 2 versions of this record exist. See all versions 
Machine Learning: A Constraint-Based Approach
Machine Learning: A Constraint-Based Approach. by Marco Gori, Alessandro Betti, Stefano Melacci
Machine Learning - 2nd Edition - Elsevier
Machine Learning: A Constraint-Based Approach, Second Edition provides readers with a refreshing look at the basic models and algorithms of machine learning 
Machine Learning: A Constraint-Based Approach - Gori Ph.D
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