Professor Dr. Edgar Dobriban

Biography

Edgar Dobriban is an Associate Professor in the Department of Statistics and Data Science at the University of Pennsylvania, with a secondary appointment in the Department of Computer and Information Science. His research encompasses a wide range of topics including statistics, machine learning, artificial intelligence, and uncertainty quantification. Dobriban's contributions have been recognized with numerous awards, including the Peter Gavin Hall IMS Early Career Prize and the ASA Gottfried E. Noether Early Career Scholar Award. He has published extensively, with recent works focusing on statistical methods for generative AI and robust prediction techniques. He has also been actively involved in developing research programs and collaborating with others to advance the field of statistical learning. Dobriban's teaching includes courses on probability, machine learning, and statistics. He is dedicated to mentoring students and fostering academic growth within his departments.

Research Interests

Awards