Vitalii Konarovskyi beside a mathematical sculpture at Oberwolfach
Oberwolfach · Mathematisches Forschungsinstitut

Department of Mathematics

Vitalii
Konarovskyi

Professor of Stochastic Processes
and their Applications
Universität Hamburg

My research interests include stochastic analysis, interacting particle systems, stochastic partial differential equations, measure-valued diffusions, random graphs, and machine learning.

vitalii.konarovskyi@uni-hamburg.de
Bundesstraße 55 · 20146 Hamburg, Germany · Office T18
+49 40 2395-24934

Selected publications

Complete publication list
  1. A quantitative central limit theorem for the simple symmetric exclusion process

    With Benjamin Gess

    Annals of Probability · To appear

  2. Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent

    With Benjamin Gess and Rishabh S. Gvalani

    Probability Theory and Related Fields · 2025

  3. Stochastic Modified Flows, Mean-Field Limits and Dynamics of Stochastic Gradient Descent

    With Benjamin Gess and Sebastian Kassing

    Journal of Machine Learning Research · 2024

  4. Modified Massive Arratia flow and Wasserstein diffusion

    With Max von Renesse

    Communications on Pure and Applied Mathematics · 2019

  5. Reversible Coalescing-Fragmentating Wasserstein Dynamics on the Real Line

    With Max von Renesse

    Journal of Functional Analysis · 2024

  6. A system of coalescing heavy diffusion particles on the real line

    Vitalii Konarovskyi

    Annals of Probability · 2017