Ben Lengerich

Ben Lengerich

Hello! I'm a Ph.D. student in the CS Department at Carnegie Mellon University, advised by Eric Xing.

My research is motivated by the promise of precision medicine and focused on methodology for uncovering meaningful patterns from complex data. Challenges that I'm currently thinking about include: correlated variables, high-dimensional datsets, and extreme sample heterogeneity.

A few of my recent publications are listed below. For a more complete list, refer here.

Email address:
Office: 9005 Gates Map

Selected Publications

Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations
Benjamin J. Lengerich, Andrew L. Maas, Christopher Potts
Abstract Paper Pre-print Code
Personalized Regression Enables Sample-Specific Pan-Cancer Analysis
Benjamin J. Lengerich, Bryon Aragam, Eric P. Xing
Abstract Paper Pre-print Slides Video Code
ISMB 2018
Opportunities And Obstacles For Deep Learning In Biology And Medicine
Ching et al.
Abstract Paper Pre-print Press
Journal of the Royal Society Interface, 2018

A more complete list of my publications can be found here.