Mathias Rousset

According to our database, Mathias Rousset authored at least 14 papers between 2006 and 2023.

Collaborative distances:

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

2023

Gradient-Informed Neural Network Statistical Robustness Estimation.

Karim Tit, Teddy Furon, Mathias Rousset

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Fluctuations of Rare Event Simulation with Monte Carlo Splitting in the Small Noise Asymptotics.

Frédéric Cérou, Sofiane Martel, Mathias Rousset

CoRR, 2022

Entropy minimizing distributions are worst-case optimal importance proposals.

Frédéric Cérou, Patrick Héas, Mathias Rousset

CoRR, 2022

Uncertainty of Atmospheric Motion Vectors by Sampling Tempered Posterior Distributions.

Patrick Héas, Frédéric Cérou, Mathias Rousset

CoRR, 2022

2021

Efficient Statistical Assessment of Neural Network Corruption Robustness.

Karim Tit, Teddy Furon, Mathias Rousset

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Correction to: Hybrid Monte Carlo methods for sampling probability measures on submanifolds.

Tony Lelièvre, Mathias Rousset, Gabriel Stoltz

Numerische Mathematik, 2020

Exact targeting of Gibbs distributions using velocity-jump processes.

Pierre Monmarché, Mathias Rousset, Pierre-André Zitt

CoRR, 2020

2019

Hybrid Monte Carlo methods for sampling probability measures on submanifolds.

Tony Lelièvre, Mathias Rousset, Gabriel Stoltz

Numerische Mathematik, 2019

On the Asymptotic Normality of Adaptive Multilevel Splitting.

Frédéric Cérou, Bernard Delyon, Arnaud Guyader, Mathias Rousset

SIAM/ASA J. Uncertain. Quantification, 2019

2014

Probability in computational physics and biology: some mathematical contributions. (Probabilités en physique et biologie numérique: quelques contributions mathématiques).

Mathias Rousset

, 2014

2012

Langevin dynamics with constraints and computation of free energy differences.

Tony Lelièvre, Mathias Rousset, Gabriel Stoltz

Math. Comput., 2012

2009

Implicit Mass-matrix Penalization of Hamiltonian Dynamics with Application to Exact Sampling of Stiff Systems.

Petr Plechác, Mathias Rousset

Multiscale Model. Simul., 2009

2007

Computation of free energy differences through nonequilibrium stochastic dynamics: The reaction coordinate case.

Tony Lelièvre, Mathias Rousset, Gabriel Stoltz

J. Comput. Phys., 2007

2006

On the Control of an Interacting Particle Estimation of Schrödinger Ground States.

Mathias Rousset

SIAM J. Math. Anal., 2006