Alexander Tyurin, Ph.D.

Postdoctoral Fellow,

KAUST
alexander.tyurin(at)kaust.edu.sa

alexandertiurin(at)gmail.com

Hi! I am a postdoctoral fellow at KAUST, Visual Computing Center, where I work on modern optimization tasks with Professor Peter RichtĂˇrik. Previously, I defended my Ph.D. thesis at Higher School of Economics with my former supervisor, Professor Alexander Gasnikov.

I also worked at Yandex Self-Driving Cars, Perception team, where I developed real-time computer vision algorithms for self-driving cars.

Ph.D. in Computer Science

Higher School of Economics, Faculty of Computer Science

2017
- 2020

Masters of Computer Science

Higher School of Economics, Faculty of Computer Science

2015
- 2017

Bachelor of Computer Science

Lomonosov Moscow State University, Faculty of Computational Mathematics and Cybernetics

2011
- 2015

Postdoctoral fellow

KAUST, Visual Computing Center

2021
- present

Research and development engineer

Yandex Self-Driving Cars

2018
- 2021

Junior research fellow

Higher School of Economics, HDI LAB

2017
- 2021

Research engineer

Alterra.ai

2018

Research engineer

VisionLabs

2015
- 2018

[1]
Dvurechensky P., Gasnikov A., Omelchenko A., Tyurin A.
A stable alternative to Sinkhornâ€™s algorithm for regularized optimal transport // Lecture Notes in Computer Science. 2020. V. 12095. P. 406-423.

[2]
Dvinskikh D., Omelchenko A., Gasnikov A., Tyurin A.
Accelerated gradient sliding for minimizing the sum of functions // Doklady Mathematics. 2020. V. 101. N. 3. P. 244-246.

[3]
Tyurin A.
Primal-dual fast gradient method with a model // Computer Research and Modeling. 2020. V. 12, N. 2. P. 263-274. (in russian)

[4]
Gasnikov A., Tyurin A.
Fast gradient descent for convex minimization problems with an oracle producing a (delta, L)-model of function at the requested point // Computational Mathematics and Mathematical Physics. 2019. V. 59. N. 7. P. 1085-1097. (main co-author; alphabetical order).

[5]
Stonyakin F., Dvinskikh D., Dvurechensky P., Kroshnin A., Kuznetsova O., Agafonov A., Gasnikov A., Tyurin A., Uribe C., Pasechnyuk D., Artamonov S.
Gradient methods for problems with inexact model of the objective // Lecture Notes in Computer Science. 2019. V. 11548. P. 97-114.

[6]
Ogaltsov A., Tyurin A.
A heuristic adaptive fast gradient method in stochastic optimization problems // Computational Mathematics and Mathematical Physics. 2019. V. 60. N. 7. P. 1108-1115 (main co-author, alphabetical order).

[7]
Anikin A., Gasnikov A., Dvurechensky P., Tyurin A., Chernov A.
Dual approaches to the minimization of strongly convex functionals with a simple structure under affine constraints // Computational Mathematics and Mathematical Physics. 2017. V. 57. N. 8. P. 1262-1276.