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by xtimv on 2018-03-13 (UTC).

Awesome!

A Reductions Approach to Fair Classification
https://t.co/0UvRIHQ3mS

- Simple mechanism to enforce expectation constraints
- Motivation: Fairness constraints (eg. demo parity, eq odds)
- Easy to impl: Add a loop around ANY existing classifier's train function! pic.twitter.com/aknO0xoyUs

— Tim Vieira (@xtimv) March 13, 2018
by xtimv on 2018-07-08 (UTC).

Code for this paper https://t.co/XolvOYZzXQ

- Code is very readable (Python) and includes some neat tricks
- Uses scikit-learn as the base algorithm https://t.co/fXOjPJSJDj

— Tim Vieira (@xtimv) July 8, 2018
researchw_code

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