Publications and Preprints

  1. N. Bou-Rabee, K.Schuh: "Convergence of unadjusted Hamiltonian Monte Carlo for mean-field models." Electron. J. Probab. 28 1 - 40, 2023. https://doi.org/10.1214/23-EJP970, [arXiv:2009.08735]
  2. A. Durmus, A. Eberle, A. Guillin, K. Schuh: Sticky nonlinear SDEs and convergence of McKean–Vlasov equations without confinement. Stoch PDE: Anal Comp (2023). https://doi.org/10.1007/s40072-023-00315-8, [arXiv:2201.07652]
  3. K. Schuh: Global contractivity for Langevin dynamics with McKearn-Vlasov forces and uniform in time propagation of chaos, accepted for publication in Annales de l’Institut Henri Poincaré, [arXiv:2206.03082]

 

Thesis:

         K. Schuh: Convergence of McKean-Vlasov processes and Markov Chain Monte Carlo methods for mean-field models, PhD thesis, opens an external URL in a new window, 2022

Preprints:

  1. N. Bou-Rabee, K. Schuh: Nonlinear HMC & its Particle Approximation, preprint, arXiv:2308:11491, 2023