Publications Peer reviewed articles (9) Efficient nonparametric Bayesian inference for $X$-ray transforms Author(s): François Monard, Richard Nickl, Gabriel P. Paternain Published in: The Annals of Statistics, Issue 47/2, 2019, ISSN 0090-5364 Publisher: Institute of Mathematical Statistics DOI: 10.1214/18-aos1708 Consistency of Bayesian inference with Gaussian process priors in an elliptic inverse problem Author(s): Matteo Giordano, Richard Nickl Published in: Inverse Problems, Issue 36/8, 2020, Page(s) 085001, ISSN 0266-5611 Publisher: Institute of Physics Publishing DOI: 10.1088/1361-6420/ab7d2a Nonparametric statistical inference for drift vector fields of multi-dimensional diffusions Author(s): Richard Nickl, Kolyan Ray Published in: The Annals of Statistics, Issue 48/3, 2020, ISSN 0090-5364 Publisher: Institute of Mathematical Statistics DOI: 10.1214/19-aos1851 "Bernstein - von Mises theorems for statistical inverse problems I: Schr\""odinger equation" Author(s): Nickl, Richard Published in: Journal of the European Mathematical Society, Issue 4, 2019, ISSN 1435-9855 Publisher: European Mathematical Society Publishing House Adaptive confidence sets for matrix completion Author(s): Alexandra Carpentier, Olga Klopp, Matthias Löffler, Richard Nickl Published in: Bernoulli, Issue 24/4A, 2018, Page(s) 2429-2460, ISSN 1350-7265 Publisher: Chapman & Hall DOI: 10.3150/17-BEJ933 Nonparametric Bayesian posterior contraction rates for discretely observed scalar diffusions Author(s): Richard Nickl, Jakob Söhl Published in: The Annals of Statistics, Issue 45/4, 2017, Page(s) 1664-1693, ISSN 0090-5364 Publisher: Institute of Mathematical Statistics DOI: 10.1214/16-AOS1504 Consistent Inversion of Noisy Non‐Abelian X‐Ray Transforms Author(s): François Monard, Richard Nickl, Gabriel P. Paternain Published in: Communications on Pure and Applied Mathematics, Issue 74/5, 2021, Page(s) 1045-1099, ISSN 0010-3640 Publisher: John Wiley & Sons Inc. DOI: 10.1002/cpa.21942 Bernstein–von Mises theorems for statistical inverse problems II: compound Poisson processes Author(s): Richard Nickl, Jakob Söhl Published in: Electronic Journal of Statistics, Issue 13/2, 2019, ISSN 1935-7524 Publisher: Institute of Mathematical Statistics DOI: 10.1214/19-ejs1609 On signal detection and confidence sets for low rank inference problems Author(s): Alexandra Carpentier, Richard Nickl Published in: Electronic Journal of Statistics, Issue 9/2, 2015, ISSN 1935-7524 Publisher: Institute of Mathematical Statistics DOI: 10.1214/15-ejs1087 Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
