Daria Sorokina

Publication Activity (10 Years)

Years Active: 2006-2022
Publications (10 Years): 4

Top Topics

Information Gain

Multitask Learning

Multiclass Support Vector Machines

Top Venues

Publications

Anastasiia Zakharova, Daria Sorokina, Dmitriy Alexandrov, Nikolay Butakov
Towards Ontology-Based End-to-End Domain-Oriented KBQA System. DCAI (2) (2022)
Cuize Han, Nikhil Rao, Daria Sorokina, Karthik Subbian
Scalable Feature Selection for (Multitask) Gradient Boosted Trees. CoRR (2021)
Cuize Han, Nikhil Rao, Daria Sorokina, Karthik Subbian
Scalable Feature Selection for (Multitask) Gradient Boosted Trees. AISTATS (2020)
Daria Sorokina, Erick Cantú-Paz
Amazon Search: The Joy of Ranking Products. SIGIR (2016)
Daria Sorokina
Application of Additive Groves Ensemble with Multiple Counts Feature Evaluation to KDD Cup'09 Small Data Set. KDD Cup (2009)
Daria Sorokina, Rich Caruana, Mirek Riedewald, Wesley M. Hochachka, Steve Kelling
Detecting and Interpreting Variable Interactions in Observational Ornithology Data. ICDM Workshops (2009)
Sameer Singh, Jeremy Kubica, Scott Larsen, Daria Sorokina
Parallel Large Scale Feature Selection for Logistic Regression. SDM (2009)
Daria Sorokina, Rich Caruana, Mirek Riedewald, Daniel Fink
Detecting statistical interactions with additive groves of trees. ICML (2008)
Daria Sorokina, Johannes Gehrke, Simeon Warner, Paul Ginsparg
Plagiarism Detection in arXiv CoRR (2007)
Daria Sorokina, Rich Caruana, Mirek Riedewald
Additive Groves of Regression Trees. ECML (2007)
Rich Caruana, Mohamed Farid Elhawary, Art Munson, Mirek Riedewald, Daria Sorokina, Daniel Fink, Wesley M. Hochachka, Steve Kelling
Mining citizen science data to predict orevalence of wild bird species. KDD (2006)
Daria Sorokina, Johannes Gehrke, Simeon Warner, Paul Ginsparg
Plagiarism Detection in arXiv. ICDM (2006)