Devise concrete approach to verify counterfactual fairness

zenna / CounterfactualFairness.jl

1 stars 1 forks source link

Devise concrete approach to verify counterfactual fairness #15

Open zenna opened 3 years ago

zenna commented 3 years ago

Counterfactual fairness has this universal quantification (for all) over interventions. We'll need to devise some (perhaps approximate) means to handle this.

https://papers.nips.cc/paper/2017/file/a486cd07e4ac3d270571622f4f316ec5-Paper.pdf

@archanarw says Fairness.jl may already have some methods that could be helpful

mschauer commented 3 years ago

Just to reiterate, this is an issue you @archanarw do not need worry about.