Nonlinear Filtering with Brenier Optimal Transport Maps

21 October 2023

Papers citing "Nonlinear Filtering with Brenier Optimal Transport Maps"

10 / 10 papers shown

Title
Fast filtering of non-Gaussian models using Amortized Optimal Transport Maps Mohammad Al-Jarrah Bamdad Hosseini Amirhossein Taghvaei OT 118 0 0 16 Mar 2025
Partially Observed Trajectory Inference using Optimal Transport and a Dynamics Prior Anming Gu Edward Chien Kristjan Greenewald 76 7 0 11 Jun 2024
Supervised Training of Conditional Monge Maps Charlotte Bunne Andreas Krause Marco Cuturi OT 131 65 0 28 Jun 2022
An Optimal Transport Formulation of Bayes' Law for Nonlinear Filtering Algorithms Amirhossein Taghvaei Bamdad Hosseini OT 49 17 0 22 Mar 2022
The efficacy and generalizability of conditional GANs for posterior inference in physics-based inverse problems Deep Ray Harisankar Ramaswamy Dhruv V. Patel Assad A. Oberai CML AI4CE 49 21 0 15 Feb 2022
Optimal transport mapping via input convex neural networks Ashok Vardhan Makkuva Amirhossein Taghvaei Sewoong Oh Jason D. Lee OT 42 200 0 28 Aug 2019
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 275 621 0 22 Sep 2016
Can local particle filters beat the curse of dimensionality? Patrick Rebeschini R. Handel 99 239 0 28 Jan 2013
Bayesian Inference with Optimal Maps Tarek A. El-Moselhy Youssef M. Marzouk 75 289 0 07 Sep 2011
Curse-of-dimensionality revisited: Collapse of the particle filter in very large scale systems T. Bengtsson Peter J. Bickel Bo Li 107 421 0 20 May 2008