Tweeted By @xtimv
Awesome!
— Tim Vieira (@xtimv) March 13, 2018
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