mlsanityData to 7 Oct 2026

Rate of convergence for particle approximation of PDEs in Wasserstein space

arXiv 2103.00837 ↗First posted 1 Mar 2021math.OC math.PR q-fin.CPcited by 3

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Abstract (arXiv)

We prove a rate of convergence for the N-particle approximation of a second-order partial differential equation in the space of probability measures, like the Master equation or Bellman equation of mean-field control problem under common noise. The rate is of order 1/N for the pathwise error on the solution v and of order 1/√N for the L2-error on its L-derivative partialμ v. The proof relies on backward stochastic differential equations techniques.

Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). First posted on arXiv 1 Mar 2021.

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Citing papers per year: 2024: 2; 2025: 0; 2026: 1.

3 papers.