Optimization of learning strategies for artm-based topic models M Khodorchenko, S Teryoshkin, T Sokhin, N Butakov International Conference on Hybrid Artificial Intelligence Systems, 284-296, 2020 | 10 | 2020 |
Unsupervised neural aspect extraction with related terms T Sokhin, M Khodorchenko, N Butakov Artificial Intelligence and Natural Language: 9th Conference, AINL 2020 …, 2020 | 9* | 2020 |
Surrogate-based optimization of learning strategies for additively regularized topic models M Khodorchenko, N Butakov, T Sokhin, S Teryoshkin Logic Journal of the IGPL 31 (2), 287-299, 2023 | 8 | 2023 |
Topic-driven ensemble for online advertising generation E Nevezhin, N Butakov, M Khodorchenko, M Petrov, D Nasonov Proceedings of the 28th International Conference on Computational …, 2020 | 7 | 2020 |
Detection of housing and utility problems in districts through social media texts A Zamiralov, M Khodorchenko, D Nasonov Procedia Computer Science 178, 213-223, 2020 | 7 | 2020 |
Developing an approach for lifestyle identification based on explicit and implicit features from social media M Khodorchenko, N Butakov Procedia Computer Science 136, 236-245, 2018 | 7 | 2018 |
Towards better evaluation of topic model quality M Khodorchenko, N Butakov, D Nasonov 2022 32nd Conference of Open Innovations Association (FRUCT), 128-134, 2022 | 6 | 2022 |
Distant supervision and knowledge transfer for domain-oriented text classification in online social networks M Khodorchenko Procedia Computer Science 156, 166-175, 2019 | 4 | 2019 |
Software framework for hyperparameters optimization of models with additive regularization MA Khodorchenko, NA Butakov, D Nasonov, MY Firulik Journal Scientific and Technical Of Information Technologies, Mechanics and …, 2023 | 1 | 2023 |
Stalactite: toolbox for fast prototyping of vertical federated learning systems A Zakharova, D Alexandrov, M Khodorchenko, N Butakov, A Vasilev, ... Proceedings of the 18th ACM Conference on Recommender Systems, 1187-1190, 2024 | | 2024 |
AutoTM 2.0: Automatic Topic Modeling Framework for Documents Analysis M Khodorchenko, N Butakov, M Zuev, D Nasonov arXiv preprint arXiv:2410.00655, 2024 | | 2024 |
Improved Evolutionary Approach for Tuning Topic Models with Additive Regularization M Khodorchenko, N Butakov, D Nasonov International Conference on Hybrid Artificial Intelligence Systems, 409-420, 2023 | | 2023 |
Attention-based estimation of topic model quality V Kataeva, M Khodorchenko Proceedings of the International Conference “Dialogue 2023, 2023 | | 2023 |