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Mark Girolami

University College London

A Primer on Variational Inference for Physics-Informed Deep Generative Modelling

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Sep 10, 2024
Figure 1 for A Primer on Variational Inference for Physics-Informed Deep Generative Modelling
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Autoencoders in Function Space

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Aug 02, 2024
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Efficient Prior Calibration From Indirect Data

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May 28, 2024
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Towards Multilevel Modelling of Train Passing Events on the Staffordshire Bridge

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Mar 26, 2024
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Improving embedding of graphs with missing data by soft manifolds

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Nov 29, 2023
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Riemannian Laplace Approximation with the Fisher Metric

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Nov 08, 2023
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Warped geometric information on the optimisation of Euclidean functions

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Aug 16, 2023
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Encoding Domain Expertise into Multilevel Models for Source Location

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May 15, 2023
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Inferring networks from time series: a neural approach

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Mar 30, 2023
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Interacting Particle Langevin Algorithm for Maximum Marginal Likelihood Estimation

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Mar 23, 2023
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