Bayesian Posterior Perturbation Analysis with Integral Probability Metrics

2 March 2023

Papers citing "Bayesian Posterior Perturbation Analysis with Integral Probability Metrics"

5 / 5 papers shown

Title
Nonlinear Filtering with Brenier Optimal Transport Maps Mohammad Al-Jarrah Niyizhen Jin Bamdad Hosseini Amirhossein Taghvaei 16 2 0 21 Oct 2023
Conditional Generative Models are Provably Robust: Pointwise Guarantees for Bayesian Inverse Problems Fabian Altekrüger Paul Hagemann Gabriele Steidl TPM 8 9 0 28 Mar 2023
Stability estimates for the expected utility in Bayesian optimal experimental design D. Duong T. Helin Jose Rodrigo Rojo-Garcia 11 10 0 08 Nov 2022
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 197 2,254 0 18 Oct 2020
Well-posed Bayesian Inverse Problems with Infinitely-Divisible and Heavy-Tailed Prior Measures Bamdad Hosseini 27 34 0 23 Sep 2016