| CatBoost: unbiased boosting with categorical features AG Liudmila Prokhorenkova, Gleb Gusev, Aleksandr Vorobev, Anna Veronika Dorogush NeurIPS, 2018 | 4885* | 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 | 236 | 2012 |
| Fighting biases with dynamic boosting AV Dorogush, A Gulin, G Gusev, N Kazeev, LO Prokhorenkova, ... arXiv preprint arXiv:1706.09516, 2017 | 124 | 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 | 84 | 2016 |
| Advances in neural information processing systems L Prokhorenkova, G Gusev, A Vorobev, AV Dorogush, A Gulin, S Bengio, ... NeurIPS 2018, 6638-6648, 2018 | 60 | 2018 |
| 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 | 58 | 2013 |
| 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 | 56 | 2016 |
| 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 | 53 | 2015 |
| Uncertainty estimation of transformer predictions for misclassification detection A Vazhentsev, G Kuzmin, A Shelmanov, A Tsvigun, E Tsymbalov, ... Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022 | 46 | 2022 |
| 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 | 44 | 2016 |
| 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 | 41 | 2021 |
| Catboost: unbiased boosting with categorical features, 2017 L Prokhorenkova, G Gusev, A Vorobev, AV Dorogush, A Gulin arXiv preprint arXiv:1706.09516 201, 2017 | 41 | 2017 |
| Coles: Contrastive learning for event sequences with self-supervision D Babaev, N Ovsov, I Kireev, M Ivanova, G Gusev, I Nazarov, A Tuzhilin Proceedings of the 2022 International Conference on Management of Data, 1190 …, 2022 | 32* | 2022 |
| Minimal variance sampling in stochastic gradient boosting B Ibragimov, G Gusev Advances in Neural Information Processing Systems 32, 2019 | 32 | 2019 |
| 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 | 29 | 2015 |
| 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 | 29 | 2015 |
| Method and system of processing a search query AL Vorobev, PV Serdyukov, DRJ Lefortier, GG Gusev US Patent 10,102,292, 2018 | 26 | 2018 |
| 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 | 26 | 2015 |
| Systems of equations with a single solution A Esterov, G Gusev Journal of Symbolic Computation 68, 116-130, 2015 | 25 | 2015 |
| 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 | 24 | 2017 |
Liudmila Ostroumova ProkhorenkovaYandexVerificeret mail på yandex-team.ru
