| Additive regularization of topic models K Vorontsov, A Potapenko Machine Learning 101, 303-323, 2015 | 188 | 2015 |
| Bigartm: Open source library for regularized multimodal topic modeling of large collections K Vorontsov, O Frei, M Apishev, P Romov, M Dudarenko Analysis of Images, Social Networks and Texts: 4th International Conference …, 2015 | 130 | 2015 |
| Tutorial on probabilistic topic modeling: Additive regularization for stochastic matrix factorization K Vorontsov, A Potapenko Analysis of Images, Social Networks and Texts: Third International …, 2014 | 114 | 2014 |
| Additive regularization for topic models of text collections KV Vorontsov Doklady Mathematics 89, 301-304, 2014 | 88 | 2014 |
| Аддитивная регуляризация тематических моделей КВ Воронцов, АА Потапенко Доклады Академии наук 456 (3), 268-271, 2014 | 81 | 2014 |
| Combinatorial probability and the tightness of generalization bounds KV Vorontsov Pattern Recognition and Image Analysis 18, 243-259, 2008 | 59 | 2008 |
| Non-bayesian additive regularization for multimodal topic modeling of large collections K Vorontsov, O Frei, M Apishev, P Romov, M Suvorova, A Yanina Proceedings of the 2015 Workshop on Topic Models: Post-Processing and …, 2015 | 50 | 2015 |
| Additive regularization of topic models for topic selection and sparse factorization K Vorontsov, A Potapenko, A Plavin Statistical Learning and Data Sciences: Third International Symposium, SLDS …, 2015 | 50 | 2015 |
| Splitting and similarity phenomena in the sets of classifiers and their effect on the probability of overfitting KV Vorontsov Pattern Recognition and Image Analysis 19 (3), 412-420, 2009 | 41 | 2009 |
| Robust PLSA performs better than LDA A Potapenko, K Vorontsov Advances in Information Retrieval: 35th European Conference on IR Research …, 2013 | 40 | 2013 |
| Exact combinatorial bounds on the probability of overfitting for empirical risk minimization KV Vorontsov Pattern Recognition and Image Analysis 20, 269-285, 2010 | 40 | 2010 |
| Fast and modular regularized topic modelling D Kochedykov, M Apishev, L Golitsyn, K Vorontsov 2017 21st Conference of Open Innovations Association (FRUCT), 182-193, 2017 | 39 | 2017 |
| Multi-objective topic modeling for exploratory search in tech news A Ianina, L Golitsyn, K Vorontsov Artificial Intelligence and Natural Language: 6th Conference, AINL 2017, St …, 2018 | 38 | 2018 |
| A combinatorial approach to assessing the quality of training algorithms K Vorontsov Mathematical problems of cybernetics 13, 5-36, 2004 | 32 | 2004 |
| Additive regularization for hierarchical multimodal topic modeling NA Chirkova, KV Vorontsov Journal Machine Learning and Data Analysis 2 (2), 187-200, 2016 | 31 | 2016 |
| Interpretable probabilistic embeddings: bridging the gap between topic models and neural networks A Potapenko, A Popov, K Vorontsov Artificial Intelligence and Natural Language: 6th Conference, AINL 2017, St …, 2018 | 28 | 2018 |
| Mining ethnic content online with additively regularized topic models M Apishev, S Koltcov, O Koltsova, S Nikolenko, K Vorontsov Computacion y Sistemas 20 (3), 387-403, 2016 | 27 | 2016 |
| Tight combinatorial generalization bounds for threshold conjunction rules K Vorontsov, A Ivahnenko Pattern Recognition and Machine Intelligence: 4th International Conference …, 2011 | 25 | 2011 |
| EM-like algorithms for probabilistic topic modeling KV Vorontsov, AA Potapenko Mashin. Obuchenie Analiz Dannykh 1 (6), 657-686, 2013 | 23 | 2013 |
| Regularization, robustness and sparsity of probabilistic topic models KV Vorontsov, AA Potapenko Computer research and modeling 4 (4), 693-706, 2012 | 19 | 2012 |
Oleksandr FreiOslo UniversityVerified email at medisin.uio.no
Oleksandr FreiOslo UniversityVerified email at medisin.uio.no