Spectral likelihood expansions for Bayesian inference

24 June 2015

Papers citing "Spectral likelihood expansions for Bayesian inference"

6 / 6 papers shown

Title
Orthogonal Polynomials Approximation Algorithm (OPAA):a functional analytic approach to estimating probability densities Lilian W. Bialokozowicz TPM 28 0 0 16 Nov 2022
Bayesian model inversion using stochastic spectral embedding Paul Wagner S. Marelli Bruno Sudret 25 14 0 15 May 2020
Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset Christian Soize R. Ghanem 27 18 0 28 Oct 2019
Principal component analysis and sparse polynomial chaos expansions for global sensitivity analysis and model calibration: application to urban drainage simulation J. Nagel J. Rieckermann Bruno Sudret 6 63 0 11 Sep 2017
Goal-oriented optimal approximations of Bayesian linear inverse problems Alessio Spantini Tiangang Cui Karen E. Willcox L. Tenorio Youssef Marzouk 23 33 0 07 Jul 2016
MCMC using Hamiltonian dynamics Radford M. Neal 187 3,267 0 09 Jun 2012