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]

@inproceedings{LakkarajuKLLM17,
  title = {The Selective Labels Problem: Evaluating Algorithmic Predictions in the Presence of Unobservables},
  author = {Himabindu Lakkaraju and Jon M. Kleinberg and Jure Leskovec and Jens Ludwig and Sendhil Mullainathan},
  year = {2017},
  doi = {10.1145/3097983.3098066},
  url = {http://doi.acm.org/10.1145/3097983.3098066},
  researchr = {https://researchr.org/publication/LakkarajuKLLM17},
  cites = {0},
  citedby = {0},
  pages = {275-284},
  booktitle = {Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13 - 17, 2017},
  publisher = {ACM},
  isbn = {978-1-4503-4887-4},
}