MIE Seminar: Distributionally Robust Learning – From Traditional to Deep and to Reinforcement Learning

MIE Seminar Speaker: Dr. Ioannis Paschalidis, Distinguished Professor of Engineering, Founding Professor of Computing & Data Sciences, and Director, Hariri Institute for Computing and Computational Science & Engineering at Boston University.

Dr. Paschalidis will present a seminar titled: “Distributionally Robust Learning – From Traditional to Deep and to Reinforcement Learning.” This seminar presents a distributionally robust machine learning framework that addresses outliers and uncertainty by optimizing worst-case performance, with applications ranging from medical decision-making and deep learning to safe reinforcement learning in robotics and autonomous systems.

Location: 011 Kariotis