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Show HN: Unlearning Comparator, a visual tool to compare machine unlearning

Show HN: Unlearning Comparator, a visual tool to compare machine unlearning

4 comments

·July 7, 2025

I built Unlearning Comparator, a visual analytics toolkit to help researchers and developers compare how different machine unlearning methods work. It provides a unified workflow to test for accuracy, efficiency, and privacy. You can check out the live demo linked in the post, and the source code is on GitHub: https://github.com/gnueaj/Machine-Unlearning-Comparator Our accompanying paper is currently under review at IEEE TVCG. Happy to answer any questions and would love to hear your feedback!

dmos62

What is unlearning? Is it the removal of knowledge from a trained model?

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