Anthony NOUY

Anthony NOUY

École Centrale de Nantes

H-index: 33

Europe-France

About Anthony NOUY

Anthony NOUY, With an exceptional h-index of 33 and a recent h-index of 24 (since 2020), a distinguished researcher at École Centrale de Nantes, specializes in the field of Approximation and learning, Numerical analysis, Tensor methods, Model order reduction, Uncertainty quantification.

His recent articles reflect a diverse array of research interests and contributions to the field:

Dictionary-based model reduction for state estimation

A probabilistic reduced basis method for parameter-dependent problems

Optimal sampling for stochastic and natural gradient descent

A moment approach for entropy solutions of parameter-dependent hyperbolic conservation laws

Weighted least-squares approximation with determinantal point processes and generalized volume sampling

Weighted sparsity and sparse tensor networks for least squares approximation

Approximation theory of tree tensor networks: Tensorized univariate functions

Geometry of tree-based tensor formats in tensor Banach spaces

Anthony NOUY Information

University

Position

Professor of Mathematics

Citations(all)

4285

Citations(since 2020)

1616

Cited By

3536

hIndex(all)

33

hIndex(since 2020)

24

i10Index(all)

54

i10Index(since 2020)

44

Email

University Profile Page

École Centrale de Nantes

Google Scholar

View Google Scholar Profile

Anthony NOUY Skills & Research Interests

Approximation and learning

Numerical analysis

Tensor methods

Model order reduction

Uncertainty quantification

Top articles of Anthony NOUY

Title

Journal

Author(s)

Publication Date

Dictionary-based model reduction for state estimation

Advances in Computational Mathematics

Anthony Nouy

Alexandre Pasco

2024/6

A probabilistic reduced basis method for parameter-dependent problems

Advances in Computational Mathematics

Marie Billaud-Friess

Arthur Macherey

Anthony Nouy

Clémentine Prieur

2024/4

Optimal sampling for stochastic and natural gradient descent

arXiv preprint arXiv:2402.03113

Robert Gruhlke

Anthony Nouy

Philipp Trunschke

2024/2/5

A moment approach for entropy solutions of parameter-dependent hyperbolic conservation laws

arXiv preprint arXiv:2307.10043

Clément Cardoen

Swann Marx

Anthony Nouy

Nicolas Seguin

2023/7/19

Weighted least-squares approximation with determinantal point processes and generalized volume sampling

arXiv preprint arXiv:2312.14057

Anthony Nouy

Bertrand Michel

2023/12/21

Weighted sparsity and sparse tensor networks for least squares approximation

arXiv preprint arXiv:2310.08942

Philipp Trunschke

Anthony Nouy

Martin Eigel

2023/10/13

Approximation theory of tree tensor networks: Tensorized univariate functions

Constructive Approximation

Mazen Ali

Anthony Nouy

2023/10

Geometry of tree-based tensor formats in tensor Banach spaces

Annali di Matematica Pura ed Applicata (1923-)

Antonio Falcó

Wolfgang Hackbusch

Anthony Nouy

2023/10

Active learning of tree tensor networks using optimal least squares

SIAM/ASA Journal on Uncertainty Quantification

Cécile Haberstich

Anthony Nouy

Guillaume Perrin

2023/9/30

Boosted optimal weighted least-squares

Mathematics of Computation

Cécile Haberstich

Anthony Nouy

Guillaume Perrin

2022/5

Moment-SoS Methods for Optimal Transport Problems

arXiv preprint arXiv:2211.10742

Olga Mula

Anthony Nouy

2022/11/19

Tensor-based numerical method for stochastic homogenization

Multiscale Modeling & Simulation

Quentin Ayoul-Guilmard

Anthony Nouy

Christophe Binetruy

2022

A PAC algorithm in relative precision for bandit problem with costly sampling

Mathematical Methods of Operations Research

Marie Billaud Friess

Arthur Macherey

Anthony Nouy

Clémentine Prieur

2022/10

A new splitting algorithm for dynamical low-rank approximation motivated by the fibre bundle structure of matrix manifolds

BIT Numerical Mathematics

Marie Billaud-Friess

Antonio Falcó

Anthony Nouy

2022/6/1

Learning with tree tensor networks: complexity estimates and model selection

Bernoulli

Bertrand Michel

Anthony Nouy

2022/5

Preconditioners for model order reduction by interpolation and random sketching of operators

arXiv preprint arXiv:2104.12177

Oleg Balabanov

Anthony Nouy

2021/4/25

Randomized linear algebra for model reduction—part II: minimal residual methods and dictionary-based approximation

Advances in Computational Mathematics

Oleg Balabanov

Anthony Nouy

2021/4

Approximation by tree tensor networks in high dimensions: Sobolev and compositional functions

arXiv preprint arXiv:2112.01474

Markus Bachmayr

Anthony Nouy

Reinhold Schneider

2021/12/2

Une Représentation Efficace en Tenseurs de Faible Rang pour les Algorithmes dans les Modeles Graphiques Probabilistes Complexes

Gaspard Ducamp

Philippe Bonnard

Anthony Nouy

Pierre-Henri Wuillemin

2021

Principal bundle structure of matrix manifolds

Mathematics

Marie Billaud-Friess

Antonio Falcó

Anthony Nouy

2021/7/15

See List of Professors in Anthony NOUY University(École Centrale de Nantes)

Co-Authors

H-index: 46
Nicolas MOËS

Nicolas MOËS

École Centrale de Nantes

H-index: 43
LELIEVRE, TONY

LELIEVRE, TONY

École des Ponts ParisTech

H-index: 41
Hermann G Matthies

Hermann G Matthies

Technische Universität Braunschweig

H-index: 39
Amine Ammar

Amine Ammar

Arts et Métiers ParisTech

H-index: 34
Le Maître Olivier

Le Maître Olivier

École Polytechnique

H-index: 25
Patrice Cartraud

Patrice Cartraud

École Centrale de Nantes

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