Detecting Simpson's Paradox: A Step Towards Fairness in Machine Learning

Rahul Sharma 0011, Minakshi Kaushik, Sijo Arakkal Peious, Markus Bertl, Ankit Vidyarthi, Ashwani Kumar, Dirk Draheim. Detecting Simpson's Paradox: A Step Towards Fairness in Machine Learning. In Silvia Chiusano, Tania Cerquitelli, Robert Wrembel, Kjetil Nørvåg, Barbara Catania, Genoveva Vargas-Solar, Ester Zumpano, editors, New Trends in Database and Information Systems - ADBIS 2022 Short Papers, Doctoral Consortium and Workshops: DOING, K-GALS, MADEISD, MegaData, SWODCH, Turin, Italy, September 5-8, 2022, Proceedings. Volume 1652 of Communications in Computer and Information Science, pages 67-76, Springer, 2022. [doi]

@inproceedings{0011KPBVKD22,
  title = {Detecting Simpson's Paradox: A Step Towards Fairness in Machine Learning},
  author = {Rahul Sharma 0011 and Minakshi Kaushik and Sijo Arakkal Peious and Markus Bertl and Ankit Vidyarthi and Ashwani Kumar and Dirk Draheim},
  year = {2022},
  doi = {10.1007/978-3-031-15743-1_7},
  url = {https://doi.org/10.1007/978-3-031-15743-1_7},
  researchr = {https://researchr.org/publication/0011KPBVKD22},
  cites = {0},
  citedby = {0},
  pages = {67-76},
  booktitle = {New Trends in Database and Information Systems - ADBIS 2022 Short Papers, Doctoral Consortium and Workshops: DOING, K-GALS, MADEISD, MegaData, SWODCH, Turin, Italy, September 5-8, 2022, Proceedings},
  editor = {Silvia Chiusano and Tania Cerquitelli and Robert Wrembel and Kjetil Nørvåg and Barbara Catania and Genoveva Vargas-Solar and Ester Zumpano},
  volume = {1652},
  series = {Communications in Computer and Information Science},
  publisher = {Springer},
  isbn = {978-3-031-15743-1},
}