Mean-Field Nonparametric Estimation of Interacting Particle Systems

16 May 2022

Papers citing "Mean-Field Nonparametric Estimation of Interacting Particle Systems"

8 / 8 papers shown

Title
Convergence Analysis of the Wasserstein Proximal Algorithm beyond Geodesic Convexity Shuailong Zhu Xiaohui Chen 72 0 0 28 Jan 2025
Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes Haoming Yang Ali Hasan Yuting Ng Vahid Tarokh DiffM 34 4 0 15 Apr 2024
On the Identifiablility of Nonlocal Interaction Kernels in First-Order Systems of Interacting Particles on Riemannian Manifolds Sui Tang Malik Tuerkoen Hanming Zhou 19 4 0 21 May 2023
A Data-Adaptive Prior for Bayesian Learning of Kernels in Operators Neil K. Chada Quanjun Lang Fei Lu X. Wang 9 2 0 29 Dec 2022
Parameter Estimation for the McKean-Vlasov Stochastic Differential Equation Louis Sharrock N. Kantas P. Parpas G. Pavliotis 16 26 0 25 Jun 2021
Identifiability of interaction kernels in mean-field equations of interacting particles Quanjun Lang Fei Lu 24 14 0 10 Jun 2021
Learning particle swarming models from data with Gaussian processes Jinchao Feng Charles Kulick Yunxiang Ren Sui Tang 23 5 0 04 Jun 2021
Maximum likelihood estimation of potential energy in interacting particle systems from single-trajectory data Xiaohui Chen 28 25 0 21 Jul 2020