Meritocratic Fairness for Infinite and Contextual Bandits. Joseph, M., Kearns, M. J., Morgenstern, J., Neel, S., & Roth, A. In Furman, J., Marchant, G. E., Price, H., & Rossi, F., editors, Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, AIES 2018, New Orleans, LA, USA, February 02-03, 2018, pages 158–163, 2018. ACM.
Meritocratic Fairness for Infinite and Contextual Bandits [link]Paper  doi  bibtex   
@inproceedings{DBLP:conf/aies/JosephKMNR18,
  author    = {Matthew Joseph and
               Michael J. Kearns and
               Jamie Morgenstern and
               Seth Neel and
               Aaron Roth},
  editor    = {Jason Furman and
               Gary E. Marchant and
               Huw Price and
               Francesca Rossi},
  title     = {Meritocratic Fairness for Infinite and Contextual Bandits},
  booktitle = {Proceedings of the 2018 {AAAI/ACM} Conference on AI, Ethics, and Society,
               {AIES} 2018, New Orleans, LA, USA, February 02-03, 2018},
  pages     = {158--163},
  publisher = {{ACM}},
  year      = {2018},
  url       = {https://doi.org/10.1145/3278721.3278764},
  doi       = {10.1145/3278721.3278764},
  timestamp = {Tue, 08 Oct 2019 01:00:00 +0200},
  biburl    = {https://dblp.org/rec/conf/aies/JosephKMNR18.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

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