Personal Data

Place and Date of Birth:
Vinnitsa, Ukraine | 18 November 1997
Phone:
+7 968 0845292
Email:
grabovoy.av@phystech.edu

Research Interests

Machine Learning, Bayesian Statistics, Model Selection, Time Series Forecasting, Applied Statistics

Education

Curent:
PhD in Applied Mathematics, 2021
Moscow Institute of Physics and Technology, Moscow
Scientific Advisor: Prof. Vadim Strijov
2021:
Master of Science in Applied Mathematics, 2019
Moscow Institute of Physics and Technology, Moscow
Scientific Advisor: Prof. Vadim Strijov
Gpa 5.0/5.0
2019:
Bachelor of Science in Applied Mathematics, 2019
Moscow Institute of Physics and Technology, Moscow
Scientific Advisor: Prof. Vadim Strijov
Gpa 4.85/5.0

Publications

  • Grabovoy A.V., Bakhteev O.Y., Strijov V.V. Ordering the set of neural network parameters // Informatics and Applications, 2020, 14(3).
  • Grabovoy A.V., Strijov V.V. Quasiperiodic time series clustering for human activity recognition // Lobachevskii Journal of Mathematics, 2020, 3.
  • Grabovoy A.V., Bakhteev O.Y., Strijov V.V. Estimation of the relevance of the neural network parameters // Informatics and Applications, 2019, 13(2).

Conference Talks

  • 9 October 2020. AINL: Artificial Intelligence and Natural Language Conference 2020, Helsinki, Finland. Publication Date Estimation for Scientific Papers.
  • 28 November 2019. 19th Mathematical Methods for Pattern Recognition, Moscow, Russia. Order on the set of neural network parameters.
  • 25 November 2019. 62th Scientific Conference of MIPT, Section of Data Analysis Problems, MIPT, Moscow, Russia. Prior distributions in the mixture of experts problem.
  • 29 November 2018. 61th Scientific Conference of MIPT, Section of Data Analysis Problems, MIPT, Moscow, Russia. Weight pruning algorithms for searching the optimal neural network model.
  • 8-12 October 2018. 12th International Conference on Intelligent Data Processing: Theory and Applications, Gaeta, Italy. Assessment of the relevance of the Neural network parameters with Belsly method.

Reviewing

  • The book of abstracts of the 19th Russian National Conference with International Participation «Mathematical Methods for Pattern Recognition».
  • The book of abstracts of the 12th International Conference «IntelligentDataProcessing: Theory and Applications».
  • The Journal of Machine Learning and Data Analysis.

Management Skills

  • Secretary of organization committee of the 19th Russian National Conference with International Participation «Mathematical Methods for Pattern Recognition».
  • Secretary of organization committee of the 12th International Conference «Intelligent Data Processing: Theory and Applications».
  • Layout editor of the Journal of Machine Learning and Data Analysis.
  • Course Advisor of the “My first scientific publication” for 3rd year students of MIPT.

Teaching

  • September 2019 — January 2020. Teacher assistant on Machine Learning for the 4-th year students. MIPT.
  • February 2020 — May 2020. Teacher assistant on Applied Statistics for the 4-th year students. MIPT.
  • September 2019 — May 2020. Teacher assistant on Machine Learning for the 4-th year students. MIPT.
  • September 2018 — May 2019. Introduction to data analysis for students at school. MIPT.
  • September 2018 — May 2019. Programming for students at school. MIPT.

Awards

  • February 2020 — Jun 2020. Increased State Academic Scholarship for 4st year bachelor and master students at MIPT for scientific achievements (14,000 Russian rubles per month)
  • September 2019 — January 2020. Increased State Academic Scholarship for 4st year bachelor and master students at MIPT for scientific achievements (12,000 Russian rubles per month)
  • February 2019 — Jun 2019. Increased State Academic Scholarship for 4st year bachelor and master students at MIPT for scientific achievements (10,000 Russian rubles per month)
  • February 2018 — Jun 2018. Abramov scholarship for 1-3st year bachelor students with the best grades at MIPT (12,000 Russian rubles per month)
  • September 2017 — January 2018. Abramov scholarship for 1-3st year bachelor students with the best grades at MIPT (12,000 Russian rubles per month)
  • November 2014. First prize at 17th Professor Yadrenka Ukrainian young mathematicians tournament, Chernivtsi, Ukraine.

Computer Skills

Operating Systems:
Windows, Linux, Mac OSX
Programming Languages:
Python 2/3, C, C++, JavaScript, PHP
Machine learning frameworks:
Pytorch, TensorFlow
Document layout systems:
LaTex

Languages

Ukrainian:
Native
Russian:
Native
English:
Intermediate

Interests

  • Football. Played 4 years in a school team.