This monograph aims at providing an introduction to key concepts, algorithms, and theoretical results in machine learning. The treatment concentrates on probabilistic models for supervised and unsupervised learning problems. It introduces fundamental conc... (more…)

Developers often say that if you want to get started with machine learning, you should first learn how the algorithms work. But my… (more…)

We apply machine learning to data sets from shear laboratory experiments, with the goal of identifying hidden signals that precede earthquakes. Here we show that by listening to the acoustic signal emitted...Predicting the timing and magnitude of an earth... (more…)

Software that helps judges decide whether to jail a defendant while they await trial could cut crime and reduce racial disparities amongst prisoners. (more…)

Abstract:I would start by giving some context,I started researching this subject in November 2016 later I posted an article on Ressource… (more…)