Anupam Datta

Electrical and Computer Engineering Department
and (by courtesy) Computer Science Department
Carnegie Mellon University Silicon Valley
PhD 2005, Computer Science, Stanford University

My current focus is on foundations and tools for accountable data-driven systems. The goal is to ensure that data-driven systems that employ artificial intelligence and machine learning are not inscrutable black-boxes; rather their operation is explained in a form that enables trust in their operation and protection of societal values, including privacy and fairness. For contributions in this area, I am the recipient of the 2018 David P. Casasent Outstanding Research Award from the CMU College of Engineering. My course covers the state-of-the-art in this area for deep learning technologies. Our work has helped develop the areas of Privacy through Accountability and Compositional Security.

Research Highlights

Selected Recent Talks