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Philip J. Marshall

for the LSST Dark Energy Science Collaboration

Hierarchical Inference of the Lensing Convergence from Photometric Catalogs with Bayesian Graph Neural Networks

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Nov 15, 2022
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Inferring Black Hole Properties from Astronomical Multivariate Time Series with Bayesian Attentive Neural Processes

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Jun 18, 2021
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Large-Scale Gravitational Lens Modeling with Bayesian Neural Networks for Accurate and Precise Inference of the Hubble Constant

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Nov 30, 2020
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Hierarchical Inference With Bayesian Neural Networks: An Application to Strong Gravitational Lensing

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Oct 28, 2020
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