Akim Tsvigun
- Visiting Lecturer:Faculty of Computer Science / Big Data and Information Retrieval School
- Akim Tsvigun has been at HSE University since 2020.
Responsibilities
Hold seminars in "Machine Learning-1", "Machine Learning-2", and "Introduction to Deep Learning" courses.
Education
- 2020
Bachelor's
HSE University 2020
Bachelor's in Mathematical Methods in Economics
HSE University, Economics
Courses (2021/2022)
- Introduction to Deep Learning (Bachelor’s programme; Faculty of Computer Science; 3 year, 1-3 module)Eng
- Machine Learning 1 (Bachelor’s programme; Faculty of Computer Science; 3 year, 1, 2 module)Rus
- Machine Learning 2 (Bachelor’s programme; Faculty of Computer Science; 4 year, 1-3 module)Eng
- Past Courses
Courses (2020/2021)
- Introduction to Deep Learning (Bachelor’s programme; Faculty of Computer Science; 3 year, 1-3 module)Eng
- Machine Learning 1 (Bachelor’s programme; Faculty of Computer Science; 3 year, 1, 2 module)Rus
Publications2
- Book Tsvigun A., Shelmanov A., Kuzmin G., Sanochkin L., Larionov D., Gusev G., Avetisyan M., Zhukov L. E. Towards Computationally Feasible Deep Active Learning. arXiv, 2022. doi
- Book Vazhentsev A., Kuzmin G., Shelmanov A., Tsvigun A., Tsymbalov E., Fedyanin K., Panov M., Panchenko A., Gusev G., Burtsev M., Avetisyan M., Zhukov L. E. Uncertainty Estimation of Transformer Predictions for Misclassification Detection, in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics Vol. 1: Long Papers. Association for Computational Linguistics, 2022.