Daria Sorokina

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cell phone: +1-914-980-2028

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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.

TreeExtra package: code for Additive Groves and more.
Publications, talks, competition write-ups. Most texts are available.
Last modified 24 Jan 2017