• Source: Scopus
  • Calculated based on no. of publications stored in Pure and citations from Scopus
20102021

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Personal profile

Research Overview

Prof. Richtarik's research interests lie at the intersection of mathematics, computer science, machine learning, optimization, numerical linear algebra, high performance computing and applied probability. He is interested in developing zero, first, and second-order algorithms for convex and nonconvex optimization problems described by big data, with a particular focus on randomized, parallel and distributed methods. He is the co-inventor of federated learning, a Google platform for machine learning on mobile devices preserving privacy of users' data.

Key Research Areas

Applied Mathematics and Computational Science

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 9 - Industry, Innovation, and Infrastructure
  • SDG 11 - Sustainable Cities and Communities

Education

Operations Research, Ph.D., Cornell University

2007

Award Date: Jan 1 2007

Operations Research, M.S., Cornell University

2006

Award Date: Jan 1 2006

Mathematics, M.S., Comenius University

2001

Award Date: Jan 1 2001

Management, B.S., Comenius University

2000

Award Date: Jan 1 2000

Mathematics, B.S., Comenius University

2000

Award Date: Jan 1 2000

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