no code implementations • 5 Jun 2023 • Aditya Srinivas Timmaraju, Mehdi Mashayekhi, Mingliang Chen, Qi Zeng, Quintin Fettes, Wesley Cheung, Yihan Xiao, Manojkumar Rangasamy Kannadasan, Pushkar Tripathi, Sean Gahagan, Miranda Bogen, Rob Roudani
While there are many definitions of fairness that could be applicable in the context of personalized systems, we present a framework which we call the Variance Reduction System (VRS) for achieving more equitable outcomes in Meta's ads systems.
no code implementations • 29 Dec 2020 • Mehdi Mashayekhi, Nirav Ajmeri, George F. List, Munindar P. Singh
It is well recognized that the norms that arise in society are not always beneficial to its members.