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Unbiased Implicit Variational Inference

The code in this repo implements UIVI, the inference method in the paper:

  • Michalis K. Titsias and Francisco J. R. Ruiz. Unbiased Implicit Variational Inference. Artificial Intelligence and Statistics, 2018.

Please cite this paper if you use this software.

Datasets

MNIST is provided and can be obtained from here. Fashion-MNIST can be downloaded from here. The HAPT data can be obtained from this link.

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Code for Unbiased Implicit Variational Inference (UIVI)

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