Mathias Rousset

16 papers A* 1A 1Journal 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Reduced Multilevel Splitting.
Stat. Comput.
Frédéric Cérou, Patrick Héas, Mathias Rousset
2025 J jnl
Adaptive Reduced Tempering for Bayesian Inverse Problems and Rare Event Simulation.
SIAM/ASA J. Uncertain. Quantification
Frédéric Cérou, Patrick Héas, Mathias Rousset
2023 A conf
Gradient-Informed Neural Network Statistical Robustness Estimation.
AISTATS
Karim Tit, Teddy Furon, Mathias Rousset
2022 J jnl
Entropy minimizing distributions are worst-case optimal importance proposals.
CoRR
Frédéric Cérou, Patrick Héas, Mathias Rousset
2022 J jnl
Fluctuations of Rare Event Simulation with Monte Carlo Splitting in the Small Noise Asymptotics.
CoRR
Frédéric Cérou, Sofiane Martel, Mathias Rousset
2022 J jnl
Uncertainty of Atmospheric Motion Vectors by Sampling Tempered Posterior Distributions.
CoRR
Patrick Héas, Frédéric Cérou, Mathias Rousset
2021 A* conf
Efficient Statistical Assessment of Neural Network Corruption Robustness.
NeurIPS
Karim Tit, Teddy Furon, Mathias Rousset
2020 J jnl
Correction to: Hybrid Monte Carlo methods for sampling probability measures on submanifolds.
Numerische Mathematik
Tony Lelièvre, Mathias Rousset, Gabriel Stoltz
2020 J jnl
Exact targeting of Gibbs distributions using velocity-jump processes.
CoRR
Pierre Monmarché, Mathias Rousset, Pierre-André Zitt
2019 J jnl
Hybrid Monte Carlo methods for sampling probability measures on submanifolds.
Numerische Mathematik
Tony Lelièvre, Mathias Rousset, Gabriel Stoltz
2019 J jnl
On the Asymptotic Normality of Adaptive Multilevel Splitting.
SIAM/ASA J. Uncertain. Quantification
Frédéric Cérou, Bernard Delyon, Arnaud Guyader, Mathias Rousset
2014 — book
Probability in computational physics and biology: some mathematical contributions. (Probabilités en physique et biologie numérique: quelques contributions mathématiques).
Mathias Rousset
2012 J jnl
Langevin dynamics with constraints and computation of free energy differences.
Math. Comput.
Tony Lelièvre, Mathias Rousset, Gabriel Stoltz
2009 J jnl
Implicit Mass-matrix Penalization of Hamiltonian Dynamics with Application to Exact Sampling of Stiff Systems.
Multiscale Model. Simul.
Petr Plechác, Mathias Rousset
2007 J jnl
Computation of free energy differences through nonequilibrium stochastic dynamics: The reaction coordinate case.
J. Comput. Phys.
Tony Lelièvre, Mathias Rousset, Gabriel Stoltz
2006 J jnl
On the Control of an Interacting Particle Estimation of Schrödinger Ground States.
SIAM J. Math. Anal.
Mathias Rousset