Daria Sorokina

According to our database, Daria Sorokina authored at least 11 papers between 2006 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Towards Ontology-Based End-to-End Domain-Oriented KBQA System.

Anastasiia Zakharova, Daria Sorokina, Dmitriy Alexandrov, Nikolay Butakov

Proceedings of the Distributed Computing and Artificial Intelligence, 2022

2020

Scalable Feature Selection for (Multitask) Gradient Boosted Trees.

Cuize Han, Nikhil Rao, Daria Sorokina, Karthik Subbian

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2016

Amazon Search: The Joy of Ranking Products.

Daria Sorokina, Erick Cantú-Paz

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

2009

Application of Additive Groves Ensemble with Multiple Counts Feature Evaluation to KDD Cup'09 Small Data Set.

Daria Sorokina

Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009, 2009

Parallel Large Scale Feature Selection for Logistic Regression.

Sameer Singh, Jeremy Kubica, Scott Larsen, Daria Sorokina

Proceedings of the SIAM International Conference on Data Mining, 2009

Detecting and Interpreting Variable Interactions in Observational Ornithology Data.

Daria Sorokina, Rich Caruana, Mirek Riedewald, Wesley M. Hochachka, Steve Kelling

Proceedings of the ICDM Workshops 2009, 2009

2008

Modeling Additive Structure and Detecting Interactions with Groves of Trees.

Daria Sorokina

PhD thesis, 2008

Detecting statistical interactions with additive groves of trees.

Daria Sorokina, Rich Caruana, Mirek Riedewald, Daniel Fink

Proceedings of the Machine Learning, 2008

2007

Additive Groves of Regression Trees.

Daria Sorokina, Rich Caruana, Mirek Riedewald

Proceedings of the Machine Learning: ECML 2007, 2007

2006

Mining citizen science data to predict orevalence of wild bird species.

Rich Caruana, Mohamed Farid Elhawary, Art Munson, Mirek Riedewald, Daria Sorokina, Daniel Fink, Wesley M. Hochachka, Steve Kelling

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

Plagiarism Detection in arXiv.

Daria Sorokina, Johannes Gehrke, Simeon Warner, Paul Ginsparg

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006