Fast filtering of non-Gaussian models using Amortized Optimal Transport Maps

16 March 2025

Papers citing "Fast filtering of non-Gaussian models using Amortized Optimal Transport Maps"

11 / 11 papers shown

Title
Ensemble Transport Filter via Optimized Maximum Mean Discrepancy Dengfei Zeng Lijian Jiang OT 36 1 0 16 Jul 2024
Conditional Wasserstein Distances with Applications in Bayesian OT Flow Matching Jannis Chemseddine Paul Hagemann Gabriele Steidl Christian Wald 70 12 0 27 Mar 2024
Conditional Optimal Transport on Function Spaces Bamdad Hosseini Alexander W. Hsu Amirhossein Taghvaei OT 73 16 0 09 Nov 2023
Nonlinear Filtering with Brenier Optimal Transport Maps Mohammad Al-Jarrah Niyizhen Jin Bamdad Hosseini Amirhossein Taghvaei 52 3 0 21 Oct 2023
Bayesian Posterior Perturbation Analysis with Integral Probability Metrics A. Garbuno-Iñigo T. Helin Franca Hoffmann Bamdad Hosseini 79 10 0 02 Mar 2023
An Optimal Transport Formulation of Bayes' Law for Nonlinear Filtering Algorithms Amirhossein Taghvaei Bamdad Hosseini OT 45 17 0 22 Mar 2022
Conditional Simulation Using Diffusion Schrödinger Bridges Yuyang Shi Valentin De Bortoli George Deligiannidis Arnaud Doucet DiffM 51 57 0 27 Feb 2022
Tutorial on amortized optimization Brandon Amos OffRL 131 46 0 01 Feb 2022
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 358 10,591 0 17 Feb 2020
Coupling techniques for nonlinear ensemble filtering Alessio Spantini Ricardo Baptista Youssef Marzouk 75 76 0 30 Jun 2019
Sharp failure rates for the bootstrap particle filter in high dimensions Peter J. Bickel Bo Li T. Bengtsson 133 203 0 21 May 2008