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KL Estimator #423

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KL Estimator #423

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vwxyzjn
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@vwxyzjn vwxyzjn commented Jun 9, 2023

This PR uses the better KL estimator from http://joschu.net/blog/kl-approx.html. The estimator should have a lower variance and is unbiased.

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vwxyzjn commented Jun 9, 2023

Overall no performance regression

image

However, the new KL, which is supposed to have a lower variance, exploded for some reason...

image

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github-actions bot commented Aug 3, 2023

This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.

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vwxyzjn commented Aug 3, 2023

Closing the issue for now.

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