37 citations · 38 across the 3 of their papers we have counts for
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stat.ML2022★ 1 cited
Measuring and signing fairness as performance under multiple stakeholder distributions
David Lopez-Paz, Diane Bouchacourt, Levent Sagun +1
As learning machines increase their influence on decisions concerning human lives, analyzing their fairness properties becomes a subject of central importance. Yet, our best tools…
stat.ML2014★ 37 cited
Explorations on high dimensional landscapes
Levent Sagun, V. Ugur Guney, Gerard Ben Arous +1
Finding minima of a real valued non-convex function over a high dimensional space is a major challenge in science. We provide evidence that some such functions that are defined on…