Bielefeld University, Gradient Flows, Large Deviation Theory, and Macroscopic Fluctuation Theory, June 20
Stochastic modified flows, mean-field limits and dynamics of stochastic gradient descent.
Leipzig University, Kyiv-Leipzig Meeting (Online), June 11
Stochastic modified flows, mean-field limits and dynamics of stochastic gradient descent.
Karlstad University, Equadiff 2024, June 11
Stochastic modified flows, mean-field limits and dynamics of stochastic gradient descent.
Seminar of the Institute of Mathematics of NAS of Ukraine (Online), April 23
Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent (in Ukrainian).
Institute of Mathematics NAS of Ukraine, Malliavin Calculus and its Applications (Online), February 13
Excursion Representation of Stochastic Block Model.
Institut Henri Poincaré, Paris, Mean Field Interactions with Singular Kernels and their Approximations, December 22
Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent.
Freie Universität, Berlin, Second Berlin-Leipzig Workshop on Fluctuating Hydrodynamics, September 20
Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent.
Institute of Mathematics NAS of Ukraine, International Conference of Young Mathematicians (Online), June 1
Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent.
University of Potsdam, SFB-Kolloquium, May 26
Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent.
Institute of Science and Technology Austria, Vienna, MATHPHYS Analysis Seminar, April 27
Particle systems with singular interaction for Wasserstein-type diffusion.
Institute of Mathematics NAS of Ukraine, Malliavin Calculus and its Applications (Online), April 18
Stochastic Modified Flows, Mean-Field Limits and Dynamics of Stochastic Gradient Descent.
Max Planck Institute for Mathematics in the Sciences, Leipzig, AG Analysis-Probability, April 3
Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent (blackboard talk)
University of Duisburg-Essen, Essen, 16th German Probability and Statistics Days 2023, March 9
Excursion Representation of Stochastic Block Model.
University of Duisburg-Essen, Essen, 16th German Probability and Statistics Days 2023, March 8
Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent.
Seminar of the Institute of Mathematics of NAS of Ukraine (Online), October 11
System of particles with singular interaction for Wasserstein diffusion (in Ukrainian).
Institute of Mathematics NAS of Ukraine, Malliavin Calculus and its Applications (Online), October 4
Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent.
Freie Universität, Berlin, DMV Annual Meeting 2022, September 16
Coalescing-fragmentating Wasserstein dynamics: particle approach.
Freie Universität, Berlin, DMV Annual Meeting 2022, September 14
Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent.
CRC Retreat 2022, September 1
Conservative SPDEs as fluctuating mean field limits of stochastic gradient descent.
Erdos Center, Budapest, Summer School "Mathematics of Large Networks", June 3
Stochastic block model in a new critical regime.
Ninth Bielefeld-SNU Joint Workshop in Mathematics (Online), May 18
Sticky-reflected stochastic heat equation driven by colored noise.
Institute of Mathematics NAS of Ukraine, Malliavin Calculus and its Applications (Online), April 12
On well-posedness and superposition principle for
Dean-Kawasaki equation with correlated noise.
Bielefeld University, Bielefeld Stochastic Afternoon (Online), December 8
A Particle Model for Wasserstein Type Diffusion.
Institute of Mathematics NAS of Ukraine, Malliavin Calculus and its Applications (Online), November 9
Sticky-reflected stochastic heat equation driven by colored noise.
University of Mannheim, Workshop "German Probability & Statistics Days Mannheim" (Online), September 29
Sticky-reflected stochastic heat equation driven by colored noise.
Jilin University, Conference "International Frontiers of Mathematics" (Online), September 15
Sticky-reflected stochastic heat equation driven by colored noise.
Institute of Mathematics NAS of Ukraine, Malliavin Calculus and its Applications (Online), February 23
Stochastic block model in a new critical regime and the interacting multiplicative coalescent.
Hamburg University, Kolloquium über Mathematische Statistik und Stochastische Prozesse (Online), November 24
A particle model for Wasserstein type diffusion.
Institute of Mathematics NAS of Ukraine, Malliavin Calculus and its Applications (Online), September 8
Conditional Distribution of Independent Brownian Motions to Event of Coalescing Paths.
Bernoulli-IMS One World Symposium 2020 (Online), August 27
Stochastic Block Model in a new critical regime and the Interacting Multiplicative Coalescent.
Institute of Mathematics NAS of Ukraine, Malliavin Calculus and its Applications (Online), April 21
On the existence and uniqueness of solutions to the Dean-Kawasaki equation.
Strasbourg University, IRMA, Seminaire (de calcul) stochastique, March 5
On the existence and uniqueness of solutions to the Dean-Kawasaki equation. (blackboard talk)