Machine Learning
Gori, Marco (Department of Information Engineering and Mathematics, University of Siena, Italy) / Betti, Alessandro (Postdoctoral Researcher in the Department of Information Engineering and Mathematics (DIISM, University of Siena, Siena, Italy) / Melacci, Stefano (Senior Researcher (Tenure-Track Assistant Professor), Computer Science, Department of Information Engineering and Mathematics, University of Siena, Siena, Italy)
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 learni...