World Scientific Publishing

A Blueprint for a Thinking Machine That Works on Human Logic

What if a machine could think not just faster than a human, but more like one? In the newly released Second Edition of ...
mccormick.northwestern.edu

Exploring the Connections Among Machine Learning, Interpretability, and Logic

The field of interpretability investigates what machine learning (ML) models are learning from training datasets, the causes and effects of changes within a model, and the justifications behind its ...
mccormick.northwestern.edu

Examining the Intersection of Machine Learning and Mathematical Logic

The intersection of machine learning and mathematical logic — spanning computer science, pure mathematics, and statistics — has catalyzed recent advances in artificial intelligence and deep learning ...