Maxime Vono
Maxime Vono
Lagrange Mathematics and Computing Research Center - Huawei
Verified email at huawei.com - Homepage
Title
Cited by
Cited by
Year
Split-and-augmented Gibbs sampler-Application to large-scale inference problems
M Vono, N Dobigeon, P Chainais
IEEE Transactions on Signal Processing 67 (6), 1648-1661, 2019
242019
Sparse Bayesian binary logistic regression using the split-and-augmented Gibbs sampler
M Vono, N Dobigeon, P Chainais
Proc. IEEE Int. Workshop Machine Learning for Signal Processing (MLSP), 2018
152018
Asymptotically exact data augmentation: models, properties and algorithms
M Vono, N Dobigeon, P Chainais
Journal of Computational and Graphical Statistics, 1-14, 2020
92020
Bayesian image restoration under Poisson noise and log-concave prior
M Vono, N Dobigeon, P Chainais
Proc. IEEE Int. Conf. Acoust., Speech, and Signal Processing (ICASSP), 2019
92019
Efficient MCMC sampling with dimension-free convergence rate using ADMM-type splitting
M Vono, D Paulin, A Doucet
arXiv preprint arXiv:1905.11937, 2019
72019
C18O, 13CO, and 12CO abundances and excitation temperatures in the Orion B molecular cloud-Analysis of the achievable precision in modeling spectral lines within the …
A Roueff, M Gerin, P Gratier, F Levrier, J Pety, M Gaudel, JR Goicoechea, ...
Astronomy & Astrophysics 645, A26, 2021
52021
Quantitative inference of the H2 column densities from 3 mm molecular emission: case study towards Orion B
P Gratier, J Pety, E Bron, A Roueff, JH Orkisz, M Gerin, ...
Astronomy & Astrophysics 645, A27, 2021
32021
High-dimensional Gaussian sampling: a review and a unifying approach based on a stochastic proximal point algorithm
M Vono, N Dobigeon, P Chainais
arXiv preprint arXiv:2010.01510, 2020
12020
A Fully Bayesian Approach For Inferring Physical Properties With Credibility Intervals From Noisy Astronomical Data
M Vono, E Bron, P Chainais, F Le Petit, S Bardeau, S Bourguignon, ...
2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution …, 2019
12019
Un modèle augmenté asymptotiquement exact pour la restauration bayésienne d’images dégradées par un bruit de Poisson
M Vono, N Dobigeon, P Chainais
Proc. GRETSI, 2019
12019
Modèles augmentés asymptotiquement exacts
M Vono, N Dobigeon, P Chainais
Proc. GRETSI, 2019
1*2019
Efficient sampling through variable splitting-inspired Bayesian hierarchical models
M Vono, N Dobigeon, P Chainais
Proc. IEEE Int. Conf. Acoust., Speech, and Signal Processing (ICASSP), 2019
12019
Tracers of the ionization fraction in dense and translucent gas-I. Automated exploitation of massive astrochemical model grids
E Bron, E Roueff, M Gerin, J Pety, P Gratier, F Le Petit, V Guzman, ...
Astronomy & Astrophysics 645, A28, 2021
2021
VizieR Online Data Catalog: Orion B in 18 molecular tracers maps (Gratier+, 2021)
P Gratier, J Pety, E Bron, A Roueff, JH Orkisz, M Gerin, ...
VizieR Online Data Catalog, J/A+ A/645/A27, 2020
2020
Asymptotically exact data augmentation–Models and Monte Carlo sampling with applications to Bayesian inference
M Vono
Institut National Polytechnique de Toulouse, 2020
2020
C 18 O, 13 CO, and 12 CO abundances and excitation temperatures in the Orion B molecular cloud
A Roueff, M Gerin, P Gratier, F Levrier, J Pety, M Gaudel, JR Goicoechea, ...
2020
On variable splitting for Markov chain Monte Carlo
M Vono, N Dobigeon, P Chainais
Workshop on Signal Processing with Adaptative Sparse Structured …, 2019
2019
HAL Id: hal-02419444
M Vono, N Dobigeon, P Chainais
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