An Optimal Transport Formulation of Bayes' Law for Nonlinear Filtering Algorithms

22 March 2022

Papers citing "An Optimal Transport Formulation of Bayes' Law for Nonlinear Filtering Algorithms"

13 / 13 papers shown

Title
Dual Filter: A Mathematical Framework for Inference using Transformer-like Architectures Heng-Sheng Chang P. Mehta 34 0 0 01 May 2025
Fast filtering of non-Gaussian models using Amortized Optimal Transport Maps Mohammad Al-Jarrah Bamdad Hosseini Amirhossein Taghvaei OT 63 0 0 16 Mar 2025
Optimal State Estimation in the Presence of Non-Gaussian Uncertainty via Wasserstein Distance Minimization Himanshu Prabhat Raktim Bhattacharya 22 1 0 06 Mar 2024
Sampling in Unit Time with Kernel Fisher-Rao Flow A. Maurais Youssef Marzouk 13 12 0 08 Jan 2024
Conditional Optimal Transport on Function Spaces Bamdad Hosseini Alexander W. Hsu Amirhossein Taghvaei OT 28 14 0 09 Nov 2023
Nonlinear Filtering with Brenier Optimal Transport Maps Mohammad Al-Jarrah Niyizhen Jin Bamdad Hosseini Amirhossein Taghvaei 27 2 0 21 Oct 2023
Exact nonlinear state estimation H. Chipilski 8 1 0 17 Oct 2023
A generative flow for conditional sampling via optimal transport Jason Alfonso Ricardo Baptista Anupam Bhakta Noam Gal Alfin Hou I. Lyubimova Daniel Pocklington Josef Sajonz G. Trigila Ryan Tsai OT 11 5 0 09 Jul 2023
Reliable amortized variational inference with physics-based latent distribution correction Ali Siahkoohi G. Rizzuti Rafael Orozco Felix J. Herrmann 36 24 0 24 Jul 2022
Conditional Simulation Using Diffusion Schrödinger Bridges Yuyang Shi Valentin De Bortoli George Deligiannidis Arnaud Doucet DiffM 13 51 0 27 Feb 2022
Preconditioned training of normalizing flows for variational inference in inverse problems Ali Siahkoohi G. Rizzuti M. Louboutin Philipp A. Witte Felix J. Herrmann 59 32 0 11 Jan 2021
Conditional Sampling with Monotone GANs: from Generative Models to Likelihood-Free Inference Ricardo Baptista Bamdad Hosseini Nikola B. Kovachki Youssef Marzouk OT GAN 12 24 0 11 Jun 2020
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 173 596 0 22 Sep 2016