Mathias Rousset

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 9

Top Topics

Probability Measures

Stochastic Process

Top Venues

Numerische Mathematik

SIAM/ASA J. Uncertain. Quantification

Publications

Karim Tit, Teddy Furon, Mathias Rousset
Gradient-Informed Neural Network Statistical Robustness Estimation. AISTATS (2023)
Frédéric Cérou, Patrick Héas, Mathias Rousset
Entropy minimizing distributions are worst-case optimal importance proposals. CoRR (2022)
Frédéric Cérou, Sofiane Martel, Mathias Rousset
Fluctuations of Rare Event Simulation with Monte Carlo Splitting in the Small Noise Asymptotics. CoRR (2022)
Patrick Héas, Frédéric Cérou, Mathias Rousset
Uncertainty of Atmospheric Motion Vectors by Sampling Tempered Posterior Distributions. CoRR (2022)
Karim Tit, Teddy Furon, Mathias Rousset
Efficient Statistical Assessment of Neural Network Corruption Robustness. NeurIPS (2021)
Pierre Monmarché, Mathias Rousset, Pierre-André Zitt
Exact targeting of Gibbs distributions using velocity-jump processes. CoRR (2020)
Tony Lelièvre, Mathias Rousset, Gabriel Stoltz
Correction to: Hybrid Monte Carlo methods for sampling probability measures on submanifolds. Numerische Mathematik 144 (2) (2020)
Tony Lelièvre, Mathias Rousset, Gabriel Stoltz
Hybrid Monte Carlo methods for sampling probability measures on submanifolds. Numerische Mathematik 143 (2) (2019)
Frédéric Cérou, Bernard Delyon, Arnaud Guyader, Mathias Rousset
On the Asymptotic Normality of Adaptive Multilevel Splitting. SIAM/ASA J. Uncertain. Quantification 7 (1) (2019)
Tony Lelièvre, Mathias Rousset, Gabriel Stoltz
Langevin dynamics with constraints and computation of free energy differences. Math. Comput. 81 (280) (2012)
Petr Plechác, Mathias Rousset
Implicit Mass-matrix Penalization of Hamiltonian Dynamics with Application to Exact Sampling of Stiff Systems. Multiscale Model. Simul. 8 (2) (2009)
Tony Lelièvre, Mathias Rousset, Gabriel Stoltz
Computation of free energy differences through nonequilibrium stochastic dynamics: The reaction coordinate case. J. Comput. Phys. 222 (2) (2007)
Mathias Rousset
On the Control of an Interacting Particle Estimation of Schrödinger Ground States. SIAM J. Math. Anal. 38 (3) (2006)