Bamdad Hosseini

activity

20142026

most citedBayesian estimation of airborne fugitive emissions using a Gaussian plume model

37 citations · 151 across the 27 of their papers we have counts for

collaborators

Showing 2022Show all

3 papers · 1 filter

stat.ML2022★ 2 cited

A Kernel Approach for PDE Discovery and Operator Learning

Da Long, Nicole Mrvaljevic, Shandian Zhe +1

This article presents a three-step framework for learning and solving partial differential equations (PDEs) using kernel methods. Given a training set consisting of pairs of noisy…

math.OC2022

Intrinsic Sparsity of Kantorovich Solutions

Bamdad Hosseini, Stefan Steinerberger

Let $X, Y$ be two finite sets of points having $# X = m$ and $# Y = n$ points with $μ = (1/ m) \sum_{i = 1}^{m} δ_{x_{i}}$ and $ν = (1/ n) \sum_{j = 1}^{n} δ_{y_{j}}$ being the associated unifo…

math.OC2022★ 1 cited

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

Amirhossein Taghvaei, Bamdad Hosseini

This paper presents a variational representation of the Bayes' law using optimal transportation theory. The variational representation is in terms of the optimal transportation bet…