The Selective Labels Problem: Evaluating Algorithmic Predictions in the Presence of Unobservables

Himabindu Lakkaraju, Jon M. Kleinberg, Jure Leskovec, Jens Ludwig, Sendhil Mullainathan. The Selective Labels Problem: Evaluating Algorithmic Predictions in the Presence of Unobservables. In Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017. pages 275-284, ACM, 2017. [doi]

Abstract

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