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Academic Research

Publications

2011

  • "Winning The Transfer Learning Track of Yahoo!'s Learning To Rank Challenge with YetiRank". Andrey Gulin, Igor Kuralenok, Dmitry Pavlov. Proceedings of the Yahoo! Learning to Rank Challenge. [pdf]

  • "To find out or to buy? Product review vs. Web shop classifier". Pavel Braslavski, Yuri Kiselev. Dialog'2011: Proceedings of 17th annual International Conference. [pdf]

  • "Parallel large-scale feature selection". Jeremy Kubica, Sameer Singh and Daria Sorokina. Scaling up Machine Learning. [pdf]

  • "Search Snippet Evaluation at Yandex: Lessons Learned and Future Directions". Denis Savenkov, Pavel Braslavski, Mikhail Lebedev. Proceedings of CLEF. [pdf]

  • "Building a Web-based parallel corpus and filtering out machinetranslated text". Alexandra Antonova, Alexey Misyurev. 4th ACL Workshop on Building and Using Comparable Corpora: Comparable Corpora and the Web. [pdf]

2010

  • "YetiRank: Everybody Lies". Andrey Gulin, Igor Kuralenok. ICML/COLT, 2010. [pdf]

  • "BagBoo: a scalable hybrid bagging-the-boosting model". Dmitry Pavlov, Alexey Gorodilov, Cliff A. Brunk. CIKM'2010: Proceedings of the 19th ACM international Сonference on Information and Knowledge Management. [pdf]

  • "Application of Additive Groves to the Learning To Rank Challenge". Daria Sorokina. Proceedings of the Yahoo! Learning to Rank Challenge. [pdf]

  • "CTR prediction based on click statistic". Bauman K., Kornetova A, Topinskiy V, Leshiner D. NIPS Workshop: Machine Learning in Online Advertising (MLOAD 2010), 2010. [pdf]

2009

  • "Combining Anchor Text Categorization and Graph Analysis for Paid Link Detection". Kirill Nikolaev, Ekaterina Zudina, Andrey Gorshkov. WWW'2009: The 18th International World Wide Web Conference. [pdf]

2006

  • "Automatic Geotagging of Russian Web Sites". Alexei Pyalling, Michael Maslov, Pavel Braslavski. WWW'2006: The 15th International World Wide Web Conference. [pdf]

  • "Extracting News-Related Queries from Web Query Log". Michael Maslov, Alexander Golovko, Ilya Segalovich, Pavel Braslavski. WWW'2006: The 15th International World Wide Web Conference. [pdf]

2003

  • "A fast morphological algorithm with unknown word guessing induced by a dictionary for a web search engine". Ilya Segalovich. MLMTA'2003, Las Vegas. [pdf]

2002

  • "An efficient method to detect duplicates of Web documents with the use of inverted index". Sergey Ilyinsky, Maxim Kuzmin, Alexander Melkov, Ilya Segalovich. WWW'2002 — Eleventh International World Wide Web Conference. [pdf]

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