72 citations · 536 across the 51 of their papers we have counts for
5 papers · 1 filter
Weighted least-squares approximation with determinantal point processes and generalized volume sampling
Anthony Nouy, Bertrand Michel
We consider the problem of approximating a function from by an element of a given -dimensional space , associated with some feature map , using evaluati…
Weighted sparsity and sparse tensor networks for least squares approximation
Philipp Trunschke, Anthony Nouy, Martin Eigel
Approximation of high-dimensional functions is a problem in many scientific fields that is only feasible if advantageous structural properties, such as sparsity in a given basis, c…
A moment approach for entropy solutions of parameter-dependent hyperbolic conservation laws
Clément Cardoen, Swann Marx, Anthony Nouy +1
We propose a numerical method to solve parameter-dependent hyperbolic partial differential equations (PDEs) with a moment approach, based on a previous work from Marx et al. (2020)…
A probabilistic reduced basis method for parameter-dependent problems
Marie Billaud-Friess, Arthur Macherey, Anthony Nouy +1
Probabilistic variants of Model Order Reduction (MOR) methods have recently emerged for improving stability and computational performance of classical approaches. In this paper, we…
Dictionary-based model reduction for state estimation
Anthony Nouy, Alexandre Pasco
We consider the problem of state estimation from a few linear measurements, where the state to recover is an element of the manifold of solutions of a parameter-depen…