Daria Sorokina

13 papers A* 4A 2Journal 2Unranked 4
YearRankTypeTitle / Venue / Authors
2022 — conf
Towards Ontology-Based End-to-End Domain-Oriented KBQA System.
DCAI (2)
Anastasiia Zakharova, Daria Sorokina, Dmitriy Alexandrov, Nikolay Butakov
2021 J jnl
Scalable Feature Selection for (Multitask) Gradient Boosted Trees.
CoRR
Cuize Han, Nikhil Rao, Daria Sorokina, Karthik Subbian
2020 A conf
Scalable Feature Selection for (Multitask) Gradient Boosted Trees.
AISTATS
Cuize Han, Nikhil Rao, Daria Sorokina, Karthik Subbian
2016 A* conf
Amazon Search: The Joy of Ranking Products.
SIGIR
Daria Sorokina, Erick Cantú-Paz
2009 — conf
Application of Additive Groves Ensemble with Multiple Counts Feature Evaluation to KDD Cup'09 Small Data Set.
KDD Cup
Daria Sorokina
2009 — conf
Detecting and Interpreting Variable Interactions in Observational Ornithology Data.
ICDM Workshops
Daria Sorokina, Rich Caruana, Mirek Riedewald, Wesley M. Hochachka, Steve Kelling
2009 A conf
Parallel Large Scale Feature Selection for Logistic Regression.
SDM
Sameer Singh, Jeremy Kubica, Scott Larsen, Daria Sorokina
2008 A* conf
Detecting statistical interactions with additive groves of trees.
ICML
Daria Sorokina, Rich Caruana, Mirek Riedewald, Daniel Fink
2008 — —
Modeling Additive Structure and Detecting Interactions with Groves of Trees.
Daria Sorokina
2007 — conf
Additive Groves of Regression Trees.
ECML
Daria Sorokina, Rich Caruana, Mirek Riedewald
2007 J jnl
Plagiarism Detection in arXiv
CoRR
Daria Sorokina, Johannes Gehrke, Simeon Warner, Paul Ginsparg
2006 A* conf
Mining citizen science data to predict orevalence of wild bird species.
KDD
Rich Caruana, Mohamed Farid Elhawary, Art Munson, Mirek Riedewald, Daria Sorokina, Daniel Fink, Wesley M. Hochachka, Steve Kelling
2006 A* conf
Plagiarism Detection in arXiv.
ICDM
Daria Sorokina, Johannes Gehrke, Simeon Warner, Paul Ginsparg