| 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 | 19 | 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 | 9 | 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 | 8 | 2019 |
| 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 | 5 | 2020 |
| 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 | 5 | 2016 |
| 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 | 4 | 2019 |
| Genetic search of pickup and delivery problem solutions for self-driving taxi routing V Shalamov, A Filchenkov, A Shalyto Artificial Intelligence Applications and Innovations: 12th IFIP WG 12.5 …, 2016 | 4 | 2016 |
| 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 | 3 | 2020 |
| 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 | 3 | 2019 |
| 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 | 2 | 2021 |
| Advertisement replacement in video V Efimova, L Fedotov, V Shalamov, A Filchenkov Fourteenth International Conference on Machine Vision (ICMV 2021) 12084, 232-240, 2022 | 1 | 2022 |
| Faster Hyperparameter Optimization via Finding Minimal Regions in Random Forest Regressor V Shalamov, V Efimova, A Filchenkov Procedia Computer Science 212, 378-386, 2022 | 1 | 2022 |
| Paraphrase Quality Assessment Metric and Russian Paraphrase Dataset Collection V Shalamov, V Efimova, A Filchenkov 2021 Ivannikov Ispras Open Conference (ISPRAS), 140-146, 2021 | 1 | 2021 |
| Mutation Management for Evolutionary Small-Moves Approach in Pickup and Delivery Problem X Baturina, V Shalamov, S Muravyov, A Filchenkov Procedia Computer Science 229, 109-118, 2023 | | 2023 |
| Convolutional Neural Network Graph-based Embedding for Neural Architecture Search E Bessonnitsyn, V Shaldin, V Efimova, V Shalamov Procedia Computer Science 229, 47-54, 2023 | | 2023 |
| FAMLINN: Representation for Storing Neural Network Architecture I Maslov, E Bessonnitsyn, V Efmova, V Shalamov Procedia Computer Science 229, 55-61, 2023 | | 2023 |
| First Describe, Then Depict: Generating Covers for Music and Books via Extracting Keywords: This paper presents two methods to generate high resolution uncopyrighted book … V Efimova, V Shalamov, A Filchenkov Proceedings of the 2022 5th International Conference on Artificial …, 2022 | | 2022 |
| Inferring Image Background from Text Description D Chizhikov, V Efimova, V Shalamov, A Filchenkov Conference on Artificial Intelligence and Natural Language, 1-13, 2022 | | 2022 |
| Перевод нейронной сети в векторное представление ФАА Шаламов В.В., Ефимова В.А. Современная наука: актуальные проблемы теории и практики. Серия …, 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 |
Andrey FilchenkovHead of GO AI LabПодтвержден адрес электронной почты в домене itmo.ru
