Join LifeWithData in Machine Learning Up-To-Date 22 for a curated, concise machine learning newsletter that points the reader to key developments. (more…)

Academics think of themselves as trailblazers, explorers - seekers of the truth. (more…)

The unprecedented interest, investment, and deployment of machine learning across many aspects of our lives in the past decade has come with a cost. Although there has been some movement towards moderating machine learning where it has been genuinely har... (more…)

It is no doubt that the sub-field of machine learning / artificial intelligence has increasingly gained more popularity in the past couple… (more…)

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…)