Houman Owhadi's interests include uncertainty quantification, numerical approximation, statistical inference/learning, data assimilation, stochastic and multiscale analysis. His recent research has been focused on solving numerical approximation problems as learning problems, learning problems as numerical approximation problems, and uncertainty quantification problems as adversarial games.