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Maxime Vono

University of Toulouse

28

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85

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QLSD: Quantised Langevin Stochastic Dynamics for Bayesian Federated Learning.

2022 AISTATS | International Conference on Artificial Intelligence and Statistics
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DG-LMC: A Turn-key and Scalable Synchronous Distributed MCMC Algorithm via Langevin Monte Carlo within Gibbs

2021 ICML | International Conference on Machine Learning
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C18O, 13CO, and 12CO abundances and excitation temperatures in the Orion B molecular cloud

2021 Astronomy and Astrophysics
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Quantitative inference of the H2 column densities from 3mm molecular emission: Case study towards Orion B

2020 Astronomy and Astrophysics
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Asymptotically exact data augmentation : models and Monte Carlo sampling with applications to Bayesian inference

2020
- Maxime Vono
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Asymptotically exact data augmentation: models, properties and algorithms

2020 Journal of Computational and Graphical Statistics
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High-dimensional Gaussian sampling: a review and a unifying approach based on a stochastic proximal point algorithm.

2020 arXiv: Computation
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C18O, 13CO, and 12CO abundances and excitation temperatures in the Orion B molecular cloud: An analysis of the precision achievable when modeling spectral line within the Local Thermodynamic Equilibrium approximation

2020 arXiv: Astrophysics of Galaxies
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Tracers of the ionization fraction in dense and translucent gas. I. Automated exploitation of massive astrochemical model grids

2020 Astronomy and Astrophysics
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VizieR Online Data Catalog: Orion B in 18 molecular tracers maps (Gratier+, 2021)

2020
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