Hamiltonian Monte Carlo with boundary reflections, and application to polytope volume calculations A Chevallier, S Pion, F Cazals INRIA Sophia Antipolis, France, 2018 | 22 | 2018 |
Reversible jump PDMP samplers for variable selection A Chevallier, P Fearnhead, M Sutton Journal of the American Statistical Association 118 (544), 2915-2927, 2023 | 17 | 2023 |
NuZZ: numerical Zig-Zag sampling for general models F Pagani, A Chevallier, S Power, T House, S Cotter arXiv preprint arXiv:2003.03636, 2020 | 15 | 2020 |
PDMP Monte Carlo methods for piecewise smooth densities A Chevallier, S Power, AQ Wang, P Fearnhead Advances in Applied Probability 56 (4), 1153-1194, 2024 | 14 | 2024 |
Wang-Landau Algorithm: an adapted random walk to boost convergence A Chevallier, F Cazals Journal of Computational Physics 410, 109366, 2020 | 11 | 2020 |
Pathwise error bounds in multiscale variable splitting methods for spatial stochastic kinetics A Chevallier, S Engblom SIAM Journal on Numerical Analysis 56 (1), 469-498, 2018 | 11 | 2018 |
N-ary mathematical morphology E Chevallier, A Chevallier, J Angulo Mathematical Morphology-Theory and Applications 1 (1), 2016 | 11 | 2016 |
Efficient computation of the the volume of a polytope in high-dimensions using piecewise deterministic markov processes A Chevallier, F Cazals, P Fearnhead International Conference on Artificial Intelligence and Statistics, 10146-10160, 2022 | 10 | 2022 |
NuZZ: Numerical Zig-Zag for general models F Pagani, A Chevallier, S Power, T House, S Cotter Statistics and Computing 34 (1), 61, 2024 | 8 | 2024 |
Improved polytope volume calculations based on Hamiltonian Monte Carlo with boundary reflections and sweet arithmetics F Cazals, A Chevallier, S Pion Journal of Computational Geometry 13 (1), 52–88-52–88, 2022 | 7 | 2022 |
Pathwise error bounds in multiscale variable splitting methods for spatial stochastic kinetics, 2016 A Chevallier, S Engblom arXiv preprint arXiv:1607.00805, 0 | 5 | |
Continuously Tempered PDMP samplers M Sutton, R Salomone, A Chevallier, P Fearnhead Advances in Neural Information Processing Systems 35, 28293-28304, 2022 | 3 | 2022 |
Computing histogram of tensor images using orthogonal series density estimation and Riemannian metrics E Chevallier, A Chevallier, J Angulo 2014 22nd International Conference on Pattern Recognition, 900-905, 2014 | 2 | 2014 |
Random walks for estimating densities of states and the volume of convex bodies in high dimensional spaces A Chevallier Université Côte d'Azur, 2019 | 1 | 2019 |
A generic software framework for Wang-Landau type algorithms A Chevallier, F Cazals | | 2020 |
Marches aléatoires pour l'estimation de densités d'états et de volume de convexes en grande dimension A Chevallier Université Côte d'Azur (ComUE), 2019 | | 2019 |