7 citations · 8 across the 2 of their papers we have counts for
2 papers
cs.LG2018★ 1 cited
BriarPatches: Pixel-Space Interventions for Inducing Demographic Parity
Alexey A. Gritsenko, Alex D'Amour, James Atwood +2
We introduce the BriarPatch, a pixel-space intervention that obscures sensitive attributes from representations encoded in pre-trained classifiers. The patches encourage internal m…
stat.ML2016★ 7 cited
Clinical Tagging with Joint Probabilistic Models
Yoni Halpern, Steven Horng, David Sontag
We describe a method for parameter estimation in bipartite probabilistic graphical models for joint prediction of clinical conditions from the electronic medical record. The method…