Alexander Rogachev
- Doctoral Student, Lecturer:Faculty of Computer Science / Big Data and Information Retrieval School
- Research Assistant:Faculty of Computer Science / AI and Digital Science Institute / Laboratory of Methods for Big Data Analysis
- Alexander Rogachev has been at HSE University since 2020.
Postgraduate Studies
4th year of study
Approved topic of thesis: Generative models for high energy physics experiments
Academic Supervisor: Ratnikov, Fedor
Courses (2023/2024)
- Applied Data Analysis Problems (Minor; Faculty of Computer Science; 3, 4 module)Rus
- Introduction to Deep Learning (Minor; Faculty of Computer Science; 1, 2 module)Rus
- Past Courses
Courses (2022/2023)
- Machine Learning and Data Mining (Master’s programme; Faculty of Computer Science; 2 year, 1, 2 module)Eng
- Machine Learning and Data Mining (Master’s programme; Faculty of Computer Science; 1 year, 1, 2 module)Eng
- Machine Learning and Data Mining (Mago-Lego; 1, 2 module)Eng
- Neural Networks and Deep Learning (Master’s programme; HSE Tikhonov Moscow Institute of Electronics and Mathematics (MIEM HSE); 1 year, 3, 4 module)Rus
Courses (2021/2022)
- Machine Learning and Data Mining (Master’s programme; Faculty of Computer Science; 2 year, 1, 2 module)Eng
- Machine Learning and Data Mining (Master’s programme; Faculty of Computer Science; 1 year, 1, 2 module)Eng
Publications4
- Article Ratnikov F., Rogachev A., Mokhnenko S., Maevskiy A., Derkach D., Davis A., Kazeev N., Anderlini L., Barbetti M., Gianluca Siddi B. A full detector description using neural network driven simulation // Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 2023. Vol. 1046. P. 167591-167592. doi (in press)
- Article Rogachev A., Ratnikov F. GAN with an auxiliary regressor for the fast simulation of the electromagnetic calorimeter response // Journal of Physics: Conference Series. 2023. Vol. 2438. No. 1 doi
- Article Золотенкова Г. В., Рогачев А. И., Пиголкин Ю. И., Эделев И. С., Борщевская В. Н., Cameriere R. Классификация возраста в судебной медицине с использованием методов машинного обучения // Современные технологии в медицине. 2022. Т. 14. № 1. С. 15-24. doi
- Chapter Ratnikov F., Rogachev A. Fast simulation of the electromagnetic calorimeter response using Self-Attention Generative Adversarial Networks, in: EPJ Web of Conferences Vol. 251: 25th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2021). EDP Sciences, 2021. Ch. 03043. doi