mingzhang-yin / SIVI

A variational inference method with accurate uncertainty estimation. It uses a new semi-implicit variational family built on neural networks and hierarchical distribution (ICML 2018).

Date Created 2018-05-26 (6 years ago)

Commits 79 (last one 22 days ago)

Stargazers 53 (0 this week)

Watchers 5 (0 this week)

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Homepage URL: http://proceedings.mlr.press/v80/yin18b/yin18b.pdf

All Topics

mcmc implicit-flow implicit-modeling variational-inference variational-autoencoder uncertainty-quantification approximate-bayesian-inference

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updated: 2024-10-22 @ 04:40am, id: 134994344 / R_kgDOCAvZqA