My research group develops explainable machine learning, deep
learning, and natural language processing methods for psychology and
medical research. Applications include the analysis of social media
language and cell phone sensor data to better understand the drivers
of physical and mental well-being. We, for example, are trying to
better measure and understand empathy, stress, life satisfaction and friendship.