1 citations · 1 across the 1 of their papers we have counts for
3 papers
math.NA2022★ 1 cited
Moment-SoS Methods for Optimal Transport Problems
Olga Mula, Anthony Nouy
Most common Optimal Transport (OT) solvers are currently based on an approximation of underlying measures by discrete measures. However, it is sometimes relevant to work only with…
math.NA2021
Active learning of tree tensor networks using optimal least-squares
Cécile Haberstich, Anthony Nouy, Guillaume Perrin
In this paper, we propose new learning algorithms for approximating high-dimensional functions using tree tensor networks in a least-squares setting. Given a dimension tree or arch…
math.NA2018
Randomized linear algebra for model reduction. Part I: Galerkin methods and error estimation
Oleg Balabanov, Anthony Nouy
We propose a probabilistic way for reducing the cost of classical projection-based model order reduction methods for parameter-dependent linear equations. A reduced order model is…