Mitigating Representation Bias in Data Transformations: A Constraint-based Optimization Approach

Barbara Catania, Giovanna Guerrini, Ziad Janpih. Mitigating Representation Bias in Data Transformations: A Constraint-based Optimization Approach. In Jingrui He, Themis Palpanas, Xiaohua Hu, Alfredo Cuzzocrea, Dejing Dou, Dominik Slezak, Wei Wang, Aleksandra Gruca, Jerry Chun-Wei Lin, Rakesh Agrawal 0001, editors, IEEE International Conference on Big Data, BigData 2023, Sorrento, Italy, December 15-18, 2023. pages 4127-4136, IEEE, 2023. [doi]

@inproceedings{CataniaGJ23,
  title = {Mitigating Representation Bias in Data Transformations: A Constraint-based Optimization Approach},
  author = {Barbara Catania and Giovanna Guerrini and Ziad Janpih},
  year = {2023},
  doi = {10.1109/BigData59044.2023.10386181},
  url = {https://doi.org/10.1109/BigData59044.2023.10386181},
  researchr = {https://researchr.org/publication/CataniaGJ23},
  cites = {0},
  citedby = {0},
  pages = {4127-4136},
  booktitle = {IEEE International Conference on Big Data, BigData 2023, Sorrento, Italy, December 15-18, 2023},
  editor = {Jingrui He and Themis Palpanas and Xiaohua Hu and Alfredo Cuzzocrea and Dejing Dou and Dominik Slezak and Wei Wang and Aleksandra Gruca and Jerry Chun-Wei Lin and Rakesh Agrawal 0001},
  publisher = {IEEE},
  isbn = {979-8-3503-2445-7},
}