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Viacheslav Shalamov
Viacheslav Shalamov
ITMO University
Verified email at itmo.ru
Title
Cited by
Cited by
Year
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
102018
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
62017
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
52019
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
42016
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, 1143315, 2020
32020
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
32016
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
22019
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
22019
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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, 116050O, 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
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