Electrical and Computer Engineering
Professor
William H. Hartwig Fellowship in Electrical Engineering
Dr. Constantine Caramanis is a Professor and holds the William H. Hartwig Fellowship in Electrical Engineering in the Department of Electrical & Computer Engineering at The University of Texas at Austin.
Dr. Caramanis joined the UT Electrical and Computer Engineering department in the Fall of 2006. He received his A.B. in Mathematics from Harvard University, and his M.S. and Ph.D. in Electrical Engineering and Computer Science from MIT.
His research interests center on decision-making in large-scale complex systems, with a focus on learning and computation. Specifically, he is interested in robust and adaptable optimization, high dimensional statistics and machine learning, and applications to large-scale networks, including social networks, wireless networks, transportation networks, and energy networks. He also works on applications of machine learning and optimization to computer-aided design.
Dr. Constantine Caramanis is an Associate Professor and holds the Dawson Fellowshipin the Department of Electrical & Computer Engineering at The University of Texas at Austin. His research interests center on decision-making in large-scale complex systems, with a focus on learning and computation. Specifically, he is interested in robust and adaptable optimization, high dimensional statistics and machine learning, and applications to large-scale networks, including social networks, wireless networks, transportation networks, and energy networks. He also works on applications of machine learning and optimization to computer-aided design.
- Decision-making under uncertainty.
- Statistical learning, and data driven decision-making.
- Large scale networks and computation
- Adaptive Control and Optimization.