Fast filtering of non-Gaussian models using Amortized Optimal Transport Maps
Fuente:
arXiv
Saved in:
| Main Authors: | Al-Jarrah, Mohammad, Hosseini, Bamdad, Taghvaei, Amirhossein |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Nonlinear Filtering with Brenier Optimal Transport Maps
by: Al-Jarrah, Mohammad, et al.
Published: (2023)
by: Al-Jarrah, Mohammad, et al.
Published: (2023)
Data-Driven Approximation of Stationary Nonlinear Filters with Optimal Transport Maps
by: Al-Jarrah, Mohammad, et al.
Published: (2024)
by: Al-Jarrah, Mohammad, et al.
Published: (2024)
Error Analysis of Triangular Optimal Transport Maps for Filtering
by: Al-Jarrah, Mohammad, et al.
Published: (2025)
by: Al-Jarrah, Mohammad, et al.
Published: (2025)
Conditional Sampling via Wasserstein Autoencoders and Triangular Transport
by: Al-Jarrah, Mohammad, et al.
Published: (2026)
by: Al-Jarrah, Mohammad, et al.
Published: (2026)
Conditional Optimal Transport on Function Spaces
by: Hosseini, Bamdad, et al.
Published: (2023)
by: Hosseini, Bamdad, et al.
Published: (2023)
Causal Optimal Coupling for Gaussian Input-Output Distributional Data
by: Xu, Daran, et al.
Published: (2026)
by: Xu, Daran, et al.
Published: (2026)
Flow matching for stochastic linear control systems
by: Mei, Yuhang, et al.
Published: (2024)
by: Mei, Yuhang, et al.
Published: (2024)
Time-Reversal of Stochastic Maximum Principle
by: Taghvaei, Amirhossein
Published: (2024)
by: Taghvaei, Amirhossein
Published: (2024)
Global Search of Optimal Spacecraft Trajectories using Amortization and Deep Generative Models
by: Beeson, Ryne, et al.
Published: (2024)
by: Beeson, Ryne, et al.
Published: (2024)
Stability of the Monge Map in Semi-Dual Optimal Transport
by: Selitskiy, Anton, et al.
Published: (2026)
by: Selitskiy, Anton, et al.
Published: (2026)
Time-Reversed BSDEs for Accurate Gradient Estimation in Diffusion Models
by: Mei, Yuhang, et al.
Published: (2026)
by: Mei, Yuhang, et al.
Published: (2026)
Time-reversal solution of BSDEs in stochastic optimal control: a linear quadratic study
by: Mei, Yuhang, et al.
Published: (2024)
by: Mei, Yuhang, et al.
Published: (2024)
Fast and Large-Scale Unbalanced Optimal Transport via its Semi-Dual and Adaptive Gradient Methods
by: Genans, Ferdinand
Published: (2026)
by: Genans, Ferdinand
Published: (2026)
How to implement the Bayes' formula in the age of ML?
by: Taghvaei, Amirhossein, et al.
Published: (2024)
by: Taghvaei, Amirhossein, et al.
Published: (2024)
Cheap Thrills: Effective Amortized Optimization Using Inexpensive Labels
by: Nguyen, Khai, et al.
Published: (2026)
by: Nguyen, Khai, et al.
Published: (2026)
Slicing Unbalanced Optimal Transport
by: Bonet, Clément, et al.
Published: (2023)
by: Bonet, Clément, et al.
Published: (2023)
Riemannian Neural Optimal Transport
by: Micheli, Alessandro, et al.
Published: (2026)
by: Micheli, Alessandro, et al.
Published: (2026)
Decentralized and Equitable Optimal Transport
by: Lau, Ivan, et al.
Published: (2024)
by: Lau, Ivan, et al.
Published: (2024)
Heuristic Optimal Transport in Branching Networks
by: Andrecut, M.
Published: (2023)
by: Andrecut, M.
Published: (2023)
An Optimal Transport Approach for Network Regression
by: Zalles, Alex G., et al.
Published: (2024)
by: Zalles, Alex G., et al.
Published: (2024)
Optimal Transport with Tempered Exponential Measures
by: Amid, Ehsan, et al.
Published: (2023)
by: Amid, Ehsan, et al.
Published: (2023)
MMD-Regularized Unbalanced Optimal Transport
by: Manupriya, Piyushi, et al.
Published: (2020)
by: Manupriya, Piyushi, et al.
Published: (2020)
Linear Optimal Partial Transport Embedding
by: Bai, Yikun, et al.
Published: (2023)
by: Bai, Yikun, et al.
Published: (2023)
Error Analysis of Sampling Algorithms for Approximating Stochastic Optimal Control
by: Joshi, Anant A., et al.
Published: (2025)
by: Joshi, Anant A., et al.
Published: (2025)
The Ground Cost for Optimal Transport of Angular Velocity
by: Elamvazhuthi, Karthik, et al.
Published: (2025)
by: Elamvazhuthi, Karthik, et al.
Published: (2025)
A Time-Reversal Control Synthesis for Steering the State of Stochastic Systems
by: Mei, Yuhang, et al.
Published: (2025)
by: Mei, Yuhang, et al.
Published: (2025)
Scalable Approximate Algorithms for Optimal Transport Linear Models
by: Kacprzak, Tomasz, et al.
Published: (2025)
by: Kacprzak, Tomasz, et al.
Published: (2025)
Multiscale Supervised Unbalanced Optimal Transport Flow Matching
by: Peng, Qiangwei, et al.
Published: (2026)
by: Peng, Qiangwei, et al.
Published: (2026)
A Sinkhorn-type Algorithm for Constrained Optimal Transport
by: Tang, Xun, et al.
Published: (2024)
by: Tang, Xun, et al.
Published: (2024)
Take It or Leave It: Intent-Controlled Partial Optimal Transport
by: Tripathi, Salil Parth, et al.
Published: (2026)
by: Tripathi, Salil Parth, et al.
Published: (2026)
A Unified Kantorovich Duality for Multimarginal Optimal Transport
by: Cheryala, Yehya, et al.
Published: (2026)
by: Cheryala, Yehya, et al.
Published: (2026)
PINS: Proximal Iterations with Sparse Newton and Sinkhorn for Optimal Transport
by: Wu, Di, et al.
Published: (2025)
by: Wu, Di, et al.
Published: (2025)
Bisimulation Metrics are Optimal Transport Distances, and Can be Computed Efficiently
by: Calo, Sergio, et al.
Published: (2024)
by: Calo, Sergio, et al.
Published: (2024)
On Unbalanced Optimal Transport: Gradient Methods, Sparsity and Approximation Error
by: Nguyen, Quang Minh, et al.
Published: (2022)
by: Nguyen, Quang Minh, et al.
Published: (2022)
Annealed Sinkhorn for Optimal Transport: convergence, regularization path and debiasing
by: Chizat, Lénaïc
Published: (2024)
by: Chizat, Lénaïc
Published: (2024)
Spherical Harmonic Optimal Transport: Application to Climate Models Comparisons
by: Houédry, Pierre, et al.
Published: (2026)
by: Houédry, Pierre, et al.
Published: (2026)
Unifying Distributionally Robust Optimization via Optimal Transport Theory
by: Blanchet, Jose, et al.
Published: (2023)
by: Blanchet, Jose, et al.
Published: (2023)
Stochastic Auto-conditioned Fast Gradient Methods with Optimal Rates
by: Ji, Yao, et al.
Published: (2026)
by: Ji, Yao, et al.
Published: (2026)
Sobolev Gradient Ascent for Optimal Transport: Barycenter Optimization and Convergence Analysis
by: Kim, Kaheon, et al.
Published: (2025)
by: Kim, Kaheon, et al.
Published: (2025)
A Provably Convergent and Practical Algorithm for Gromov--Wasserstein Optimal Transport
by: Liang, Ling, et al.
Published: (2026)
by: Liang, Ling, et al.
Published: (2026)
Similar Items
-
Nonlinear Filtering with Brenier Optimal Transport Maps
by: Al-Jarrah, Mohammad, et al.
Published: (2023) -
Data-Driven Approximation of Stationary Nonlinear Filters with Optimal Transport Maps
by: Al-Jarrah, Mohammad, et al.
Published: (2024) -
Error Analysis of Triangular Optimal Transport Maps for Filtering
by: Al-Jarrah, Mohammad, et al.
Published: (2025) -
Conditional Sampling via Wasserstein Autoencoders and Triangular Transport
by: Al-Jarrah, Mohammad, et al.
Published: (2026) -
Conditional Optimal Transport on Function Spaces
by: Hosseini, Bamdad, et al.
Published: (2023)