Anthony Nouy

According to our database, Anthony Nouy authored at least 40 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Moment-SoS methods for optimal transport problems.

Olga Mula, Anthony Nouy

Numerische Mathematik, August, 2024

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

Clément Cardoen, Swann Marx, Anthony Nouy, Nicolas Seguin

Numerische Mathematik, August, 2024

Dictionary-based model reduction for state estimation.

Anthony Nouy, Alexandre Pasco

Adv. Comput. Math., June, 2024

A probabilistic reduced basis method for parameter-dependent problems.

Marie Billaud Friess, Arthur Macherey, Anthony Nouy, Clémentine Prieur

Adv. Comput. Math., April, 2024

Optimal sampling for least squares approximation with general dictionaries.

Philipp Trunschke, Anthony Nouy

CoRR, 2024

Almost-sure quasi-optimal approximation in reproducing kernel Hilbert spaces.

Philipp Trunschke, Anthony Nouy

CoRR, 2024

2023

Active Learning of Tree Tensor Networks using Optimal Least Squares.

Cécile Haberstich, Anthony Nouy, Guillaume Perrin

SIAM/ASA J. Uncertain. Quantification, September, 2023

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

Anthony Nouy, Bertrand Michel

CoRR, 2023

Weighted sparsity and sparse tensor networks for least squares approximation.

Philipp Trunschke, Anthony Nouy, Martin Eigel

CoRR, 2023

2022

Boosted optimal weighted least-squares.

Cécile Haberstich, Anthony Nouy, Guillaume Perrin

Math. Comput., 2022

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

Marie Billaud Friess, Arthur Macherey, Anthony Nouy, Clémentine Prieur

Math. Methods Oper. Res., 2022

Tensor-Based Numerical Method for Stochastic Homogenization.

Quentin Ayoul-Guilmard, Anthony Nouy, Christophe Binetruy

Multiscale Model. Simul., 2022

2021

Approximation of Smoothness Classes by Deep Rectifier Networks.

Mazen Ali, Anthony Nouy

SIAM J. Numer. Anal., 2021

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

Markus Bachmayr, Anthony Nouy, Reinhold Schneider

CoRR, 2021

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

Oleg Balabanov, Anthony Nouy

CoRR, 2021

Approximation with Tensor Networks. Part III: Multivariate Approximation.

Mazen Ali, Anthony Nouy

CoRR, 2021

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

Oleg Balabanov, Anthony Nouy

Adv. Comput. Math., 2021

2020

Geometry of tree-based tensor formats in tensor Banach spaces.

Antonio Falcó, Wolfgang Hackbusch, Anthony Nouy

CoRR, 2020

Approximation of Smoothness Classes by Deep ReLU Networks.

Mazen Ali, Anthony Nouy

CoRR, 2020

Approximation with Tensor Networks. Part II: Approximation Rates for Smoothness Classes.

Mazen Ali, Anthony Nouy

CoRR, 2020

Approximation with Tensor Networks. Part I: Approximation Spaces.

Mazen Ali, Anthony Nouy

CoRR, 2020

A geometry based algorithm for dynamical low-rank approximation.

Marie Billaud Friess, Antonio Falcó, Anthony Nouy

CoRR, 2020

An Efficient Low-Rank Tensors Representation for Algorithms in Complex Probabilistic Graphical Models.

Gaspard Ducamp, Philippe Bonnard, Anthony Nouy, Pierre-Henri Wuillemin

Proceedings of the International Conference on Probabilistic Graphical Models, 2020

2019

Weakly Intrusive Low-Rank Approximation Method for Nonlinear Parameter-Dependent Equations.

Loïc Giraldi, Anthony Nouy

SIAM J. Sci. Comput., 2019

Higher-order principal component analysis for the approximation of tensors in tree-based low-rank formats.

Anthony Nouy

Numerische Mathematik, 2019

On the Dirac-Frenkel Variational Principle on Tensor Banach Spaces.

Antonio Falcó, Wolfgang Hackbusch, Anthony Nouy

Found. Comput. Math., 2019

Singular Value Decomposition in Sobolev Spaces: Part II.

Mazen Ali, Anthony Nouy

CoRR, 2019

Learning high-dimensional probability distributions using tree tensor networks.

Erwan Grelier, Anthony Nouy, Régis Lebrun

CoRR, 2019

Randomized linear algebra for model reduction. Part I: Galerkin methods and error estimation.

Oleg Balabanov, Anthony Nouy

Adv. Comput. Math., 2019

2018

Learning with tree-based tensor formats.

Erwan Grelier, Anthony Nouy, Mathilde Chevreuil

CoRR, 2018

2017

Projection-Based Model Order Reduction Methods for the Estimation of Vector-Valued Variables of Interest.

Olivier Zahm, Marie Billaud Friess, Anthony Nouy

SIAM J. Sci. Comput., 2017

Dynamical Model Reduction Method for Solving Parameter-Dependent Dynamical Systems.

Marie Billaud Friess, Anthony Nouy

SIAM J. Sci. Comput., 2017

2016

Interpolation of Inverse Operators for Preconditioning Parameter-Dependent Equations.

Olivier Zahm, Anthony Nouy

SIAM J. Sci. Comput., 2016

2015

To Be or Not to be Intrusive? The Solution of Parametric and Stochastic Equations - Proper Generalized Decomposition.

Loïc Giraldi, Dishi Liu, Hermann G. Matthies, Anthony Nouy

SIAM J. Sci. Comput., 2015

A Least-Squares Method for Sparse Low Rank Approximation of Multivariate Functions.

Mathilde Chevreuil, Régis Lebrun, Anthony Nouy, Prashant Rai

SIAM/ASA J. Uncertain. Quantification, 2015

2014

Model Reduction Based on Proper Generalized Decomposition for the Stochastic Steady Incompressible Navier-Stokes Equations.

Lorenzo Tamellini, Olivier P. Le Maître, Anthony Nouy

SIAM J. Sci. Comput., 2014

Low-Rank Approximate Inverse for Preconditioning Tensor-Structured Linear Systems.

Loïc Giraldi, Anthony Nouy, Grégory Legrain

SIAM J. Sci. Comput., 2014

To Be or Not to Be Intrusive? The Solution of Parametric and Stochastic Equations - the "Plain Vanilla" Galerkin Case.

Loïc Giraldi, Alexander Litvinenko, Dishi Liu, Hermann G. Matthies, Anthony Nouy

SIAM J. Sci. Comput., 2014

2012

Proper generalized decomposition for nonlinear convex problems in tensor Banach spaces.

Antonio Falcó, Anthony Nouy

Numerische Mathematik, 2012

2009

Generalized spectral decomposition for stochastic nonlinear problems.

Anthony Nouy, Olivier P. Le Maître

J. Comput. Phys., 2009