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Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics
We then provide two complementary theoretical analyses of the VR-IWAE bound and thus of the standard IWAE bound.
Mixture weights optimisation for Alpha-Divergence Variational Inference
This paper focuses on $\alpha$-divergence minimisation methods for Variational Inference.
Monotonic Alpha-divergence Minimisation for Variational Inference
In this paper, we introduce a novel family of iterative algorithms which carry out $\alpha$-divergence minimisation in a Variational Inference context.
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