2 papers
math.PR2024
Empirical approximation to invariant measures of mean-field Langevin dynamics
Wenjing Cao, Kai Du
This paper is concerned with the approximation to invariant measures for Langevin dynamics of McKean--Vlasov type. Under dissipativity and Lipschitz conditions, we prove that the e…
math.PR2023
Empirical approximation to invariant measures of non-degenerate McKean-Vlasov dynamics
Wenjing Cao, Kai Du
This paper studies the approximation of invariant measures of McKean-Vlasov dynamics with non-degenerate additive noise. While prior findings necessitated a strong monotonicity con…