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Josselin Garnier

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General reproducing properties in RKHS with application to derivative and integral operators

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Mar 20, 2025
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Learning signals defined on graphs with optimal transport and Gaussian process regression

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Oct 21, 2024
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Taming Score-Based Diffusion Priors for Infinite-Dimensional Nonlinear Inverse Problems

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May 24, 2024
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Gaussian process regression with Sliced Wasserstein Weisfeiler-Lehman graph kernels

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Feb 06, 2024
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Automated approach for source location in shallow waters

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Jul 28, 2023
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Conditional score-based diffusion models for Bayesian inference in infinite dimensions

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May 28, 2023
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Multi-output Gaussian processes for inverse uncertainty quantification in neutron noise analysis

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Nov 16, 2022
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Heterogeneous Treatment Effects Estimation: When Machine Learning meets multiple treatment regime

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May 29, 2022
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Adaptive importance sampling for seismic fragility curve estimation

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Sep 09, 2021
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Imaging in random media by two-point coherent interferometry

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May 21, 2021
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