About This Book This book is about training methods - in particular, fast second-order training methods - for multi-layer perceptrons (MLPs). MLPs (also known a

An up-to-date account of the interplay between optimization and machine learning, accessible to students and researchers in both communities. The interplay betw

The twenty last years have been marked by an increase in available data and computing power. In parallel to this trend, the focus of neural network research and

This book covers not only foundational materials but also the most recent progresses made during the past few years on the area of machine learning algorithms.