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Implement wasserstein fairness postprocessing

Open nrkarthikeyan opened this issue 3 years ago • 2 comments

Implement algorithm 2 in http://proceedings.mlr.press/v115/jiang20a/jiang20a.pdf - a simple and efficient post-processing fairness method

nrkarthikeyan avatar Aug 27 '22 21:08 nrkarthikeyan

A simplified example is here: https://gist.github.com/nrkarthikeyan/5727af2fc3d32aaec0ace1a1542bba17 This uses the original dataset instead of the barycenter as suggested in the algorithm but may be a good first cut.

nrkarthikeyan avatar Sep 14 '22 19:09 nrkarthikeyan

I would like to work on this issue

Nikitha-Narendra avatar Sep 22 '23 18:09 Nikitha-Narendra