viitteet.bib

@inproceedings{lakkaraju17,
 author = {Lakkaraju, Himabindu and Kleinberg, Jon and Leskovec, Jure and Ludwig, Jens and Mullainathan, Sendhil},
 title = {The Selective Labels Problem: Evaluating Algorithmic Predictions in the Presence of Unobservables},
 booktitle = {Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
 series = {KDD '17},
 year = {2017},
 isbn = {978-1-4503-4887-4},
 location = {Halifax, NS, Canada},
 pages = {275--284},
 numpages = {10},
 url = {http://doi.acm.org.libproxy.helsinki.fi/10.1145/3097983.3098066},
 doi = {10.1145/3097983.3098066},
 acmid = {3098066},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {evaluating machine learning algorithms, selective labels, unmeasured confounders, unobservables},
 language = {finnish}
} 

@Article{pearl10,
   Author="Pearl, J. ",
   Title="{{A}n introduction to causal inference}",
   Journal="Int J Biostat",
   url = {https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2836213/},
   Year="2010",
   Volume="6",
   Number="2",
   Pages="Artikkeli 7",
   Month="Helmikuu",
   language = {finnish}
}

@article{DBLP:journals/corr/abs-1807-00905,
  author    = {Maria De{-}Arteaga and
               Artur Dubrawski and
               Alexandra Chouldechova},
  title     = {Learning under selective labels in the presence of expert consistency},
  journal   = {CoRR},
  volume    = {abs/1807.00905},
  year      = {2018},
  url       = {http://arxiv.org/abs/1807.00905},
  archivePrefix = {arXiv},
  eprint    = {1807.00905},
  timestamp = {Ma, 13 Elo 2018 16:47:23 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/corr/abs-1807-00905},
  bibsource = {dblp computer science bibliography, https://dblp.org},
  language = {finnish}
}