An introduction to computational learning theory

Learning with kernels : support vector machines, regularization, optimization, and beyond

Nearest-neighbor methods in learning and vision : theory and practice

Predicting structured data

Intelligence emerging : adaptivity and search in evolving neural systems

Introduction to machine learning

Machine learning : a probabilistic perspective

Developmental robotics : from babies to robots

Fundamentals of machine learning for predictive data analytics : algorithms, worked examples, and case studies