no code implementations • ICML 2020 • Sanghamitra Dutta, Dennis Wei, Hazar Yueksel, Pin-Yu Chen, Sijia Liu, Kush R. Varshney
Moreover, the same classifier yields the lack of a trade-off with respect to ideal distributions while yielding a trade-off when accuracy is measured with respect to the given (possibly biased) dataset.
no code implementations • 25 Sep 2019 • Hazar Yueksel, Kush R. Varshney, Brian Kingsbury
Using this condition, we formulate an optimization problem to learn a more general classification function.