| CatBoost: unbiased boosting with categorical features AG Liudmila Prokhorenkova, Gleb Gusev, Aleksandr Vorobev, Anna Veronika Dorogush NeurIPS, 2018 | 2640* | 2018 |
| Prediction of retweet cascade size over time A Kupavskii, L Ostroumova, A Umnov, S Usachev, P Serdyukov, G Gusev, ... Proceedings of the 21st ACM international conference on Information and …, 2012 | 231 | 2012 |
| Fighting biases with dynamic boosting AV Dorogush, A Gulin, G Gusev, N Kazeev, LO Prokhorenkova, ... arXiv preprint arXiv:1706.09516, 2017 | 87 | 2017 |
| Learning supervised pagerank with gradient-based and gradient-free optimization methods L Bogolubsky, P Dvurechenskii, A Gasnikov, G Gusev, Y Nesterov, ... Advances in neural information processing systems 29, 2016 | 73 | 2016 |
| Predicting the audience size of a tweet A Kupavskii, A Umnov, G Gusev, P Serdyukov Proceedings of the international AAAI conference on web and social media 7 …, 2013 | 54 | 2013 |
| Future user engagement prediction and its application to improve the sensitivity of online experiments A Drutsa, G Gusev, P Serdyukov Proceedings of the 24th international conference on world wide web, 256-266, 2015 | 48 | 2015 |
| Efficient high-order interaction-aware feature selection based on conditional mutual information A Shishkin, A Bezzubtseva, A Drutsa, I Shishkov, E Gladkikh, G Gusev, ... Advances in neural information processing systems 29, 2016 | 39 | 2016 |
| Boosted decision tree regression adjustment for variance reduction in online controlled experiments A Poyarkov, A Drutsa, A Khalyavin, G Gusev, P Serdyukov Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016 | 38 | 2016 |
| Engagement periodicity in search engine usage: Analysis and its application to search quality evaluation A Drutsa, G Gusev, P Serdyukov Proceedings of the Eighth ACM International Conference on Web Search and …, 2015 | 28 | 2015 |
| Gathering additional feedback on search results by multi-armed bandits with respect to production ranking A Vorobev, D Lefortier, G Gusev, P Serdyukov Proceedings of the 24th international conference on World wide web, 1177-1187, 2015 | 26 | 2015 |
| Practical aspects of sensitivity in online experimentation with user engagement metrics A Drutsa, A Ufliand, G Gusev Proceedings of the 24th ACM International on Conference on Information and …, 2015 | 25 | 2015 |
| Systems of equations with a single solution A Esterov, G Gusev Journal of Symbolic Computation 68, 116-130, 2015 | 23 | 2015 |
| Minimal variance sampling in stochastic gradient boosting B Ibragimov, G Gusev Advances in Neural Information Processing Systems 32, 2019 | 21 | 2019 |
| Periodicity in user engagement with a search engine and its application to online controlled experiments A Drutsa, G Gusev, P Serdyukov ACM Transactions on the Web (TWEB) 11 (2), 1-35, 2017 | 21 | 2017 |
| Ïîèñê íååñòåñòâåííûõ òåêñòîâ ÅÀ Ãðå÷íèêîâ, Ãà Ãóñåâ, ÀÀ Êóñòàðåâ, ÀÌ Ðàéãîðîäñêèé Òð. XI Âñåðîññèéñêîé íàó÷íîé êîíôåðåíöèè “Ýëåêòðîííûå áèáëèîòåêè …, 2009 | 21 | 2009 |
| Adversarial attacks on deep models for financial transaction records I Fursov, M Morozov, N Kaploukhaya, E Kovtun, R Rivera-Castro, ... Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021 | 20 | 2021 |
| Method and system of processing a search query AL Vorobev, PV Serdyukov, DRJ Lefortier, GG Gusev US Patent 10,102,292, 2018 | 19 | 2018 |
| Using the delay in a treatment effect to improve sensitivity and preserve directionality of engagement metrics in a/b experiments A Drutsa, G Gusev, P Serdyukov Proceedings of the 26th International Conference on World Wide Web, 1301-1310, 2017 | 17 | 2017 |
| Nesterov Yu., Raigorodskii A., Tikhonov A., Zhukovskii M L Bogolubsky, P Dvurechensky, A Gasnikov, G Gusev Learning supervised PageRank with gradient-free optimization methods//e-print, 2014 | 17* | 2014 |
| Empirical validation of the Buckley-Osthus model for the web host graph: degree and edge distributions M Zhukovskiy, D Vinogradov, Y Pritykin, L Ostroumova, E Grechnikov, ... Proceedings of the 21st ACM international conference on Information and …, 2012 | 17 | 2012 |
Liudmila Ostroumova ProkhorenkovaYandexVerified email at yandex-team.ru
