Faithful inversion of generative models for effective amortized inference

Faithful inversion of generative models for effective amortized inference

Inference amortization methods share information across multiple posteriorinference problems, allowing each to be carried out more efficiently. Generally, they require the inversion of the dependency structure in the generative model, as the modeller must learn a mapping from observations to distrib...

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Bibliografiske detaljer
Main Authors:	Webb, S, Golinski, A, Zinkov, R, Narayanaswamy, S, Rainforth, T, Teh, Y, Wood, F
Format:	Conference item
Udgivet:	Curran Associates 2019

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