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 a large part of my industry career 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