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avatar for Lyle Ungar

Lyle Ungar

University of Pennsylvania
Philadelphia, PA
Prof. Ungar's research group at UPenn 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.