About
ALEKSANDR VLADIMIROVICH LOBANOV
Here is up-to-date information about me, including my current place of study/work and where I am from.
- Birthday: 29 April 1998
- Age: 25
- Email: lobbsasha@mail.ru
- City: Moscow, Russia
- University: MIPT
- Degree: PhD student
- Email: lobanov.av@mipt.ru
- City: Dolgoprudny, Russia
I am a second-year PhD student at the Moscow Institute of Physics and Technology, Department of Mathematical Foundations of Control. I am working in the field of optimization for machine learning. My research interests include Federated Optimization, Gradient-Free Algorithms, Machine Learning, Convex Optimization, etc. My supervisor is Professor Alexander Gasnikov, the head of Laboratory of Mathematical Methods of Optimization.
Facts
Below is information about the scientific work taken from Google scholar, including the number of publications, citations, etc. You can read more about this information by going to my Google Scholar profile.
Articles prepared for publication in journals
Number of citations to prepared articles
h-index such that h articles have at least h citations
Co-authors who worked on joint projects
Education & Employment
Here provides information about my education, from my bachelor's degree to my PhD, as well as current positions in the scientific community.
Education
PhD of Applied Mathematics & Computer Science
2022 - Present
Moscow Institute of Physics and Technology, Dolgoprudny, Russia
I am doing PhD work in Optimization for Machine Learning supervised by Alexander Gasnikov.
Master of Applied Mathematics & Computer Science
2020 - 2022
Moscow Aviation Institute, Moscow, Russia
I did my master's thesis "Development and Application of Mini-batch Adaptive Optimization Algorithms in Joint Estimation and Control Problems" supervised by Andrei Panteleev.
Bachelor of Applied Mathematics
2016 - 2020
Moscow Aviation Institute, Moscow, Russia
I did my bachelor's thesis "Optimization methods in machine learning for the identification of dynamic systems parameters" supervised by Andrei Panteleev.
Employment
Research Intern
2023 - Present
Ivannikov Institute for System Programming of the RAS, Moscow, Russia
Head: Denis Turdakov. Group of Alexander Gasnikov.
Teaching Assistant
2022 - Present
Department of Discrete Mathematics (MIPT), Dolgoprudny, Russia
Teaching seminars on Optimization Methods Course. Head: Andrei Raigorodskii.
Junior Researcher
2022 - Present
Laboratory of Advanced Combinatorics and Network Applications, Dolgoprudny, Russia
Head: Andrei Raigorodskii. Group of Alexander Gasnikov.
Others
Below is additional information about me, including a complete list of research interests, computer skills, foreign language skills, hobbies, and a complete list of conferences in which I have been a reviewer.
Research Interest
Optimization for Machine Learning, Federated and Distributed learning, Gradient-Free Algorithms, Convex Optimization
Programming
- Python, LaTeX, C++, C#,
- MATLAB (basic), SQL
Hobbies
Football, Basketball, Cycling, Hiking, Swimming, Skiing, Solving Puzzle Games, Travelling
Languages
- Russian (native),
- English (intermediate)