Isaac (Jay) Roberts studied Mathematics & Computer Science (B.Sc) at Washington & Lee University and Mathematics & Statistics (M.Sc) at Georgetown University. He is now a Ph.D. student in the Machine Learning Group at the Center for Cognitive Interaction Technology at Bielefeld University. His research interests include Discriminitive Dimensionality Reduction Methods, Concept Activation Vectors, and Uncertainty in AI.