Maxim (Maksim) Beketov
- Postgraduate Student:Independent HSE Departments / Department of Higher Mathematics
- Research Assistant:Faculty of Computer Science / International Laboratory of Algebraic Topology and Its Applications
- Visiting Lecturer:Faculty of Computer Science / Big Data and Information Retrieval School
- Maxim (Maksim) Beketov has been at HSE University since 2020.
Responsibilities
Working at the International Laboratory of Algebraic Topology and its Applications under supervision of Prof. A. Ayzenberg.
Education
- 2017
Master's
Moscow Institute of Physics and Technology - 2015
Bachelor's
Moscow Institute of Physics and Technology
Postgraduate Studies
3rd year of study
Approved topic of thesis: Generative models for data with nontrivial topology and their applications
Academic Supervisor: Yanovich, Yury
Courses (2022/2023)
- Introduction to Discrete Differential Geometry (Optional course (faculty); Faculty of Computer Science; 1, 2 module)Rus
- Past Courses
Courses (2021/2022)
Publications5
- Chapter Ayzenberg A., Beketov M. (., Burashnikova A., Magaj G., Polevoi A., Shanin I., Sorokin K. Chordal Embeddings Based on Topology of the Tonal Space, in: Artificial Intelligence in Music, Sound, Art and Design: 12th International Conference, EvoMUSART 2023, Held as Part of EvoStar 2023, Brno, Czech Republic, April 12–14, 2023, Proceedings Vol. 13988. Cham : Springer, 2023. doi Ch. 2. P. 20-33. doi
- Preprint Sorokin K., Ayzenberg A., Анохин К. В., Сотсков В. П., Beketov M. (., Drynkin R., Зайцев А. В. Topology of cognitive maps / Cornell University. Series Computer Science "arxiv.org". 2022. doi
- Preprint Miolane N., Caorsi M., Lupo U., Guerard M., Guigui N., Mathe J., Cabanes Y., Reise W., Davies T., Leitão A., Mohapatra S., Utpala S., Shailja S., Corso G., Liu G., Iuricich F., Manolache A., Nistor M., Bejan M., Nicolicioiu A. M., Luchian B., Stupariu M., Michel F., Khanh D. D., Abdulrahman B., Beketov M. (., Maignant E., Liu Z., Černý M., Bauw M., Velasco-Forero S., Angulo J., Long Y. ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results / Cornell University. Series CS "arxiv.org". 2021. No. 2108.09810. doi
- Article Berezutskii A., Beketov M. (., Yudin D., Zimborás Z., Biamonte J. Probing criticality in quantum spin chains with neural networks // Journal of Physics: Complexity. 2020. Vol. 1. No. 3. Article 03LT01. doi
- Article Beketov M. (., Lyashik A., Zabrodin A., Zotov A. Trigonometric version of quantum–classical duality in integrable systems // Nuclear Physics B. 2016. Vol. 903. P. 150-163. doi
Conferences
- 2023
4th Workshop on Topological Methods in Data Analysis (Heidelberg). Presentation: Topologically Autoencoding Cognitive Maps
- 2022
The interdisciplinary world of tangling conference (Потсдам). Presentation: Reconstructing knots from point clouds with persistent homology
Международная школа «Торическая топология, комбинаторика и анализ данных» (Санкт-Петербург). Presentation: Топологические дескрипторы и их применения в анализе данных
- 2016
Integrable Systems and Quantum Symmetries 24 (Прага). Presentation: Quantum-classical duality between the Ruijsenaars-Schneider model and the quantum twisted spin chain: the trigonometric/anisotropic case
Employment history
Scientific translator (Russian-English) – Pleiades Publishing, October 2017 - June 2018
International Baccalaureate Mathematics & Computer Science (Diploma Programme) teacher – The Romanov School, January 2018 - May 2020
Data Scientist (recommender systems, etc.) – App In The Air, June 2018 - February 2019
Python developer (computational geometry) – Archeads, September 2019 - June 2020
‘I Like to Think that the Solutions We Find Can Help People in the Future’
Innopolis University has announced the results of Global Al Challenge, an international AI industry online hackathon in which teams of developers compete to create new materials using artificial intelligence. The DrugANNs team, which included students from the HSE University Faculty of Computer Science, took third place.