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Implement differentiable coverage probability regularizer

Open macio232 opened this issue 2 years ago • 1 comments

Description

The method described in Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability paper.

Implementation

New loss class in the inference module, similar to the NRELoss ->BNRELoss enhancement.

Two separate classes, one for NRE, and one for NPE.

Alternatives

I did not consider alternatives.

macio232 avatar Dec 28 '23 16:12 macio232

Hello @macio232 thanks for the feature request! I'll take a look at the PR soon!

francois-rozet avatar Jan 03 '24 16:01 francois-rozet