Profiles

Principal Investigators

Peter Richtarik

Professor, Computer Science

optimization machine learning big data algorithms

Research Scientists

Laurent Condat

Senior Research Scientist, Computer, Electrical and Mathematical Sciences and Engineering

optimization Federated learning Distributed algorithms Signal and Image Processing

Zhize Li

Research Scientist, Computer Science

machine learning algorithm

Postdoctoral Fellows

Avetik Karagulyan

Postdoctoral Research Fellow, Optimization and Machine Learning

Langevin dynamics probability theory optimization machine learning statistics

Mher Safaryan

Postdoctoral Research Fellow, Applied Mathematics and Computational Sciences

optimization machine learning

Xun Qian

Postdoctoral Research Fellow, Applied Mathematics and Computational Sciences

machine learning Stochastic Methods Interior Point Methods algorithm

Students

Alibek Sailanbayev

Ph.D. Student, Applied Mathematics and Computational Sciences

optimization machine learning algorithms

Egor Shulgin

Ph.D. Student, Computer Science

machine learning optimization Federated learning

Elnur Gasanov

Ph.D. Student, Computer Science

optimization machine learning algorithms

Grigorii Malinovskii

Ph.D. Student, Computer Science

machine learning convex optimization Federated learning

Grigory Malinovsky

M.S. Student, Applied Mathematics and Computational Sciences

machine learning optimization applied statistics

Igor Sokolov

M.S. Student, Applied Mathematics and Computational Sciences

machine learning optimization

Ivan Ilin

Ph.D. Student, Computer, Electrical and Mathematical Sciences and Engineering

Kai Yi

Ph.D. Student, Computer, Electrical and Mathematical Sciences and Engineering

machine learning optimization Computer Vision

Konstantin Burlachenko

Ph.D. Student, Computer Science

Federated learning Optimization for Machine Learning High Performance Computing software development

Lukang Sun

Ph.D. Student, Computer Science

Slavomir Hanzely

Ph.D. Student, Applied Mathematics and Computational Sciences

machine learning stochastic algorithm

Alumni

Kai Yi

Ph.D. Student, Computer, Electrical and Mathematical Sciences and Engineering

machine learning optimization Computer Vision

Samuel Horváth

Ph.D. Student, Statistics

machine learning optimization statistics big data

Former Members

Adil Salim

Postdoctoral Research Fellow, Computer Science

machine learning optimization probability theory

Dmitry Kovalev

Ph.D. Student, Computer Science

optimization machine learning

Filip Hanzely

Ph.D., Applied Mathematics and Computational Sciences

optimization machine learning

Konstantin Mishchenko

Ph.D. Student, Computer Science

optimization machine learning algorithms