Daria Sorokina

Contact info

daria AT cs.cmu.edu

3123 Newell-Simon Hall
Carnegie Mellon University

cell phone: +1-914-980-2028
office phone: +1-412-268-4863

I am a postdoctoral fellow in the Auton Lab in Carnegie Mellon University. My main area of research is data mining and machine learning algorithms, and I am particularly interested in applications involving large real world data sets.
I have graduated from Cornell University in 2008. My PhD thesis topic concerned modeling additive structure and detecting statistical interactions: we have developed new method for these problems - Additive Groves of regression trees.
My other and previous research topics include ensembles, feature importance evaluation, soft (fuzzy) decision trees, approximations of spectral clustering and plagiarism detection.

Code

Code for Additive Groves and more.

Education, research, etc.

Papers

List of publications, recent texts are available.

Last modified 1 Oct 2009