Richard Nickl

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Gaussian Process

Top Venues

SIAM/ASA J. Uncertain. Quantification

Publications

Richard Nickl, Grigorios A. Pavliotis, Kolyan Ray
Bayesian Nonparametric Inference in McKean-Vlasov models. CoRR (2024)
Richard Nickl
Bernstein-von Mises theorems for time evolution equations. CoRR (2024)
Richard Nickl, Edriss S. Titi
On posterior consistency of data assimilation with Gaussian process priors: the 2D Navier-Stokes equations. CoRR (2023)
Afonso S. Bandeira, Antoine Maillard, Richard Nickl, Sven Wang
On free energy barriers in Gaussian priors and failure of MCMC for high-dimensional unimodal distributions. CoRR (2022)
Richard Nickl
Inference for diffusions from low frequency measurements. CoRR (2022)
Richard Nickl, Sara A. van de Geer, Sven Wang
Convergence Rates for Penalized Least Squares Estimators in PDE Constrained Regression Problems. SIAM/ASA J. Uncertain. Quantification 8 (1) (2020)
Richard Nickl, Sven Wang
On polynomial-time computation of high-dimensional posterior measures by Langevin-type algorithms. CoRR (2020)
Matteo Giordano, Richard Nickl
Consistency of Bayesian inference with Gaussian process priors in an elliptic inverse problem. CoRR (2019)