PRIML Seminar: “Matrix Completion and Algebraic Geometry”

Towne 307 220 S. 33rd Street, Philadelphia, PA, United States

Low-rank matrix completion is a well-studied problem, for which a rich theory exists, mainly from the optimization and statistical points of view. However, the majority of the theoretical analysis in […]

ESE PhD Thesis Defense: “Algorithms for Adversarially Robust Deep Learning”

Wu and Chen Auditorium (Room 101), Levine Hall 3330 Walnut Street, Philadelphia, PA, United States

Given the widespread use of deep learning models in safety-critical applications, ensuring that the decisions of such models are robust against adversarial exploitation is of fundamental importance.  In this thesis, […]