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ORCIDMathias Rousset
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2020 – today
- 2023
[c2]Karim Tit, Teddy Furon, Mathias Rousset:
Gradient-Informed Neural Network Statistical Robustness Estimation. AISTATS 2023: 323-334- 2022
- [i4]Patrick Héas, Frédéric Cérou, Mathias Rousset:
Uncertainty of Atmospheric Motion Vectors by Sampling Tempered Posterior Distributions. CoRR abs/2207.03182 (2022) - [i3]Frédéric Cérou, Patrick Héas, Mathias Rousset:
Entropy minimizing distributions are worst-case optimal importance proposals. CoRR abs/2212.04292 (2022) - [i2]Frédéric Cérou, Sofiane Martel, Mathias Rousset:
Fluctuations of Rare Event Simulation with Monte Carlo Splitting in the Small Noise Asymptotics. CoRR abs/2212.04750 (2022) - 2021
- [c1]Karim Tit, Teddy Furon, Mathias Rousset:
Efficient Statistical Assessment of Neural Network Corruption Robustness. NeurIPS 2021: 9253-9263 - 2020
- [j7]Tony Lelièvre
, Mathias Rousset, Gabriel Stoltz:
Correction to: Hybrid Monte Carlo methods for sampling probability measures on submanifolds. Numerische Mathematik 144(2): 447-449 (2020) - [i1]Pierre Monmarché, Mathias Rousset, Pierre-André Zitt:
Exact targeting of Gibbs distributions using velocity-jump processes. CoRR abs/2008.09360 (2020)
2010 – 2019
- 2019
- [j6]Frédéric Cérou, Bernard Delyon, Arnaud Guyader, Mathias Rousset:
On the Asymptotic Normality of Adaptive Multilevel Splitting. SIAM/ASA J. Uncertain. Quantification 7(1): 1-30 (2019) - [j5]Tony Lelièvre, Mathias Rousset, Gabriel Stoltz:
Hybrid Monte Carlo methods for sampling probability measures on submanifolds. Numerische Mathematik 143(2): 379-421 (2019) - 2014
- [b1]Mathias Rousset:
Probability in computational physics and biology: some mathematical contributions. (Probabilités en physique et biologie numérique: quelques contributions mathématiques). University of Paris-Est, France, 2014 - 2012
- [j4]Tony Lelièvre, Mathias Rousset, Gabriel Stoltz:
Langevin dynamics with constraints and computation of free energy differences. Math. Comput. 81(280): 2071-2125 (2012)
2000 – 2009
- 2009
- [j3]Petr Plechác, Mathias Rousset:
Implicit Mass-matrix Penalization of Hamiltonian Dynamics with Application to Exact Sampling of Stiff Systems. Multiscale Model. Simul. 8(2): 498-539 (2009) - 2007
- [j2]Tony Lelièvre, Mathias Rousset, Gabriel Stoltz:
Computation of free energy differences through nonequilibrium stochastic dynamics: The reaction coordinate case. J. Comput. Phys. 222(2): 624-643 (2007) - 2006
- [j1]Mathias Rousset:
On the Control of an Interacting Particle Estimation of Schrödinger Ground States. SIAM J. Math. Anal. 38(3): 824-844 (2006)
Coauthor Index
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