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07/20/2023
On the Fisher-Rao Gradient of the Evidence Lower Bound
This article studies the Fisher-Rao gradient, also referred to as the na...
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12/20/2022
Inversion of Bayesian Networks
Variational autoencoders and Helmholtz machines use a recognition networ...
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06/30/2022
Invariance Properties of the Natural Gradient in Overparametrised Systems
The natural gradient field is a vector field that lives on a model equip...
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01/21/2020