Faculty

R. Andreas Krause

Assistant Professor of Computer Science

Degrees and Appointments

Diplom., Technische Universitat Munchen, 2004; M.Sc., Carnegie Mellon University, 2008; Ph.D., 2008. Caltech, 2009-.

Research Overview

Professor Krause's research is in adaptive systems that actively acquire information, reason and make decisions in large, distributed and uncertain domains, such as sensor networks and the Web. The theoretical aspects include statistical (Bayesian) learning and modeling, decision theory and optimization. His group devises new algorithms, builds models, analyzes large and complex data sets and develops systems that can automatically acquire and reason about highly uncertain information. 

List of Research Areas

machine Learning, optimization, sensor networks, algorithms

Research Centers

Center for the Mathematics of Information, Social and Information Sciences Laboratory