Machine Learning: A Constraint-Based Approach
Description:
Machine Learning: A Constraint-Based Approach provides readers with a refreshing look at the basic models and algorithms of machine learning, with an emphasis on current topics of interest that includes 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. While regarding symbolic knowledge bases as a collection of constraints, the book draws a path towards a deep integration with machine learning that relies on the idea of adopting multivalued logic formalisms, like in fuzzy systems. A special attention is reserved to deep learning, which nicely fits the constrained- based approach followed in this book.
This book presents a simpler unified notion of regularization, which is strictly connected with the parsimony principle, and includes 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.
Best prices to buy, sell, or rent ISBN 9780081006597
Frequently Asked Questions about Machine Learning: A Constraint-Based Approach
The price for the book starts from $28.99 on Amazon and is available from 6 sellers at the moment.
If you’re interested in selling back the Machine Learning: A Constraint-Based Approach book, you can always look up BookScouter for the best deal. BookScouter checks 30+ buyback vendors with a single search and gives you actual information on buyback pricing instantly.
As for the Machine Learning: A Constraint-Based Approach book, the best buyback offer comes from and is $ for the book in good condition.
The Machine Learning: A Constraint-Based Approach book is in very low demand now as the rank for the book is 5,347,911 at the moment. A rank of 1,000,000 means the last copy sold approximately a month ago.
The highest price to sell back the Machine Learning: A Constraint-Based Approach book within the last three months was on November 14 and it was $1.29.