Fast influence functions

allenai / allennlp

An open-source NLP research library, built on PyTorch.

http://www.allennlp.org

Apache License 2.0

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Fast influence functions #5135

Open epwalsh opened 3 years ago

epwalsh commented 3 years ago

Add an implementation of "FastIF" (https://arxiv.org/abs/2012.15781) to the interpret.influence_functions module.

dirkgr commented 3 years ago

This is not what @leo-liuzy was working on?

epwalsh commented 3 years ago

Leo's main project was the "simple" implementation of Influence Functions. We discussed FastIF as a potential follow-up project, but didn't have time to get to it. I think it would be a valuable addition to the library though, so that's why I created this feature request.

github-actions[bot] commented 3 years ago

This issue is being closed due to lack of activity. If you think it still needs to be addressed, please comment on this thread 👇