Marina Meila

Applications in Engineering
Statistical Methodology
Statistics

I work on machine learning by probabilistic methods and reasoning in uncertainty. In this area, it is particularly important to develop computationally aware methods and theories. In this sense, my research is at the frontier between the sciences of computing and statistics. I am particularly interested in combinatorics, algorithms and optimization, on the computing side, and in solving data analysis problems with many variables and combinatorial structure.