Kyung-Ah Sohn

Postdoctoral fellow
Machine Learning Department
Carnegie Mellon University
5000 Forbes Avenue
Pittsburgh, PA 15213

Office: GHC 8127
Phone: (412) 268 2993
Email: ksohn AT cs cmu edu

I am a postdoctoral fellow in Machine Learning Department at Carnegie Mellon University. My general research interest lies in statistical machine learning techniques for problems in computational biology. I am developing structured regression models for disease association and biological network analysis. I am also interested in non-parametric Bayesian models for biological data analysis. In December 2011, I received my Ph.D in Computer Science Department at CMU under the advising of Eric P. Xing.




15-744 Computer Networks*, Fall 2010
36-703 Intermediate Probability, Spring 2008 (Auditing)
15-781/10-701 Machine Learning, Spring 2008 (TA)
15-740 Computer Architecture*, Fall 2007
15-750 Graduate Algorithms*, Spring 2007
10-801 Advanced Topics in Graphical Models: statistical foundations, approximate inference, and Bayesian methods , Spring 2007
10-708 Probabilistic Graphical Models, Fall 2006
15-814 Type Systems for Programming Languages*, Fall 2006
10-702 Statistical Foundations of Machine Learning, Spring 2006
10-810 Advanced Algorithms and Models for Computational Biology, Spring 2006
15-781/10-701 Machine Learning*, Fall 2005
10-705/36-705 Intermediate Statistics, Fall 2005