Bamdad Hosseini
California Institute of Technology
H-index: 13
North America-United States
Top articles of Bamdad Hosseini
Diffeomorphic Measure Matching with Kernels for Generative Modeling
arXiv preprint arXiv:2402.08077
2024/2/12
Biraj Pandey
H-Index: 2
Bamdad Hosseini
H-Index: 8
Kernel methods are competitive for operator learning
Journal of Computational Physics
2024/1/1
Bamdad Hosseini
H-Index: 8
Data-Driven Approximation of Stationary Nonlinear Filters with Optimal Transport Maps
arXiv preprint arXiv:2403.15630
2024/3/22
Bamdad Hosseini
H-Index: 8
A kernel framework for learning differential equations and their solution operators
Physica D: Nonlinear Phenomena
2024/2/15
Bamdad Hosseini
H-Index: 8
Optimal transport particle filters
2023/12/13
Bamdad Hosseini
H-Index: 8
Conditional Optimal Transport on Function Spaces
arXiv preprint arXiv:2311.05672
2023/11/9
Bamdad Hosseini
H-Index: 8
Optimal Transport-based Nonlinear Filtering in High-dimensional Settings
arXiv preprint arXiv:2310.13886
2023/10/21
Bamdad Hosseini
H-Index: 8
Spectral gaps and error estimates for infinite-dimensional Metropolis–Hastings with non-Gaussian priors
The Annals of Applied Probability
2023/6
Bamdad Hosseini
H-Index: 8
Error analysis of kernel/GP methods for nonlinear and parametric PDEs
arXiv preprint arXiv:2305.04962
2023/5/8
Kernel Regression Method for Stochastic Real-time State Estimation in Power Grid
2023/4/27
Masoud Barati
H-Index: 11
Bamdad Hosseini
H-Index: 8
Bayesian posterior perturbation analysis with integral probability metrics
arXiv preprint arXiv:2303.01512
2023/3/2
Franca Hoffmann
H-Index: 9
Bamdad Hosseini
H-Index: 8
An approximation theory framework for measure-transport sampling algorithms
arXiv preprint arXiv:2302.13965
2023/2/27
From optimization to sampling through gradient flows
arXiv e-prints
2023/2
An optimal transport formulation of Bayes’ law for nonlinear filtering algorithms
2022/12/6
Bamdad Hosseini
H-Index: 8
A kernel approach for PDE discovery and operator learning
arXiv preprint arXiv:2210.08140
2022/10/14
Bamdad Hosseini
H-Index: 8
Intrinsic Sparsity of Kantorovich solutions
arXiv preprint arXiv:2205.03213
2022/5/5
Bamdad Hosseini
H-Index: 8
Stefan Steinerberger
H-Index: 16
Spectral analysis of weighted Laplacians arising in data clustering
Applied and Computational Harmonic Analysis
2022/1/1
Solving and learning nonlinear PDEs with Gaussian processes
Journal of Computational Physics
2021/3/24
Yifan Chen
H-Index: 1
Bamdad Hosseini
H-Index: 8
Conditional Sampling with Block-Triangular Transport Maps
2021/10/21
Bamdad Hosseini
H-Index: 8
Posterior consistency of semi-supervised regression on graphs
Inverse Problems
2021/9/30
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