Daria Sorokina

Contact info

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cell phone: +1-914-980-2028

Daria's photo
My main area of research is machine learning algorithms, and I am particularly interested in applications involving large real world data sets. For the past few years I've been working on projects related to search.

See my LinkedIn profile for the most up-to-date information about me.

My PhD thesis topic concerned modeling additive structure and detecting statistical interactions: it proposed an algorithm for these problems - Additive Groves of regression trees. This method was used in winning entries of several major data mining competitions. It is released and supported as a part of the TreeExtra package, see the link below.



Code
TreeExtra package: code for Additive Groves and more.
Papers
Publications, talks, competition write-ups. Most texts are available.
Last modified 16 Jan 2015