My main research interests lie in the area of representation learning;
The long-term goal of my research is to innovate techniques that can allow machines to learn from and understand the information conveyed by data and use that information to fulfil the information needs of humans.
My research is at the intersection of machine learning and digital health. I am interested in developing machine learning methods for human sensing using vision- and wearable-based technologies.