| Reinforcement-based method for simultaneous clustering algorithm selection and its hyperparameters optimization V Shalamov, V Efimova, S Muravyov, A Filchenkov Procedia Computer Science 136, 144-153, 2018 | 11 | 2018 |
| Fast automated selection of learning algorithm and its hyperparameters by reinforcement learning V Efimova, A Filchenkov, V Shalamov International Conference on Machine Learning AutoML Workshop, 2017 | 7 | 2017 |
| Heuristic and metaheuristic solutions of pickup and delivery problem for self-driving taxi routing V Shalamov, A Filchenkov, A Shalyto Evolving Systems 10 (1), 3-11, 2019 | 5 | 2019 |
| Small-moves based mutation for pick-up and delivery problem V Shalamov, A Filchenkov, D Chivilikhin Proceedings of the 2016 on Genetic and Evolutionary Computation Conference …, 2016 | 4 | 2016 |
| Synthetic dataset generation for text recognition with generative adversarial networks V Efimova, V Shalamov, A Filchenkov Twelfth International Conference on Machine Vision (ICMV 2019) 11433, 310-316, 2020 | 3 | 2020 |
| Genetic search of pickup and delivery problem solutions for self-driving taxi routing V Shalamov, A Filchenkov, A Shalyto IFIP international conference on artificial intelligence applications and …, 2016 | 3 | 2016 |
| AUTOMATIC HYPERPARAMETER OPTIMIZATION FOR CLUSTERING ALGORITHMS WITH REINFORCEMENT LEARNIN SB Muravyov, VA Efimova, VV Shalamov, AA Filchenkov Journal Scientific and Technical Of Information Technologies, Mechanics and …, 2019 | 2 | 2019 |
| Автоматическая настройка гиперпараметров алгоритмов кластеризации с помощью обучения с подкреплением СБ Муравьёв, ВА Ефимова, ВВ Шаламов, АА Фильченков, ... Научно-технический вестник информационных технологий, механики и оптики 19 …, 2019 | 2 | 2019 |
| Advertisement replacement in video V Efimova, L Fedotov, V Shalamov, A Filchenkov Fourteenth International Conference on Machine Vision (ICMV 2021) 12084, 232-240, 2022 | | 2022 |
| Template-based generation of entertaining illustrations for news publication in social media using deep neural networks A Tretiak, V Efimova, V Shalamov, A Filchenkov 2021 Ivannikov Ispras Open Conference (ISPRAS), 147-151, 2021 | | 2021 |
| Paraphrase Quality Assessment Metric and Russian Paraphrase Dataset Collection V Shalamov, V Efimova, A Filchenkov 2021 Ivannikov Ispras Open Conference (ISPRAS), 140-146, 2021 | | 2021 |
| Keypoint-based static object removal from photographs A Volkov, V Efimova, V Shalamov, A Filchenkov Thirteenth International Conference on Machine Vision 11605, 183-191, 2021 | | 2021 |
| Оптимизация гиперпараметров на основе объединения априорных и апостериорных знаний о задаче классификации ВС Смирнова, ВВ Шаламов, ВА Ефимова, АА Фильченков Научно-технический вестник информационных технологий, механики и оптики 20 …, 2020 | | 2020 |
Andrey FilchenkovAssoc. Professor, ITMO UniversityVerified email at itmo.ru
