My research group develops scalable machine learning and text
mining methods, including clustering, feature selection, and
semi-supervised and multi-task learning for natural language, psychology, and medical
research. Example projects include spectral learning of language
models, multi-view learning for gene
expression and MRI data, and mining social media to better understand
personality and well-being.