Lyle H. Ungar
Associate Professor
Department:
Computer and Information Science
Education:
PhD, Chemical Engineering, MIT
Address:
504 Levine, 200 S. 33rd St.. Philadelphia, PA 19104
Phone:
215 898-7449
Email:
ungar@cis.upenn.edu Research Themes:
Computational Modeling
Language and Communication
Memory and Learning
Specific Research Areas:
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.