Fairness via In-Processing in the Over-parameterized Regime: A Cautionary Tale with MinDiff Loss

Akshaj Kumar Veldanda, Ivan Brugere, Jiahao Chen, Sanghamitra Dutta, Alan Mishler, Siddharth Garg. Fairness via In-Processing in the Over-parameterized Regime: A Cautionary Tale with MinDiff Loss. Trans. Mach. Learn. Res., 2023, 2023. [doi]

@article{VeldandaBCDMG23,
  title = {Fairness via In-Processing in the Over-parameterized Regime: A Cautionary Tale with MinDiff Loss},
  author = {Akshaj Kumar Veldanda and Ivan Brugere and Jiahao Chen and Sanghamitra Dutta and Alan Mishler and Siddharth Garg},
  year = {2023},
  url = {https://openreview.net/forum?id=f4VyYhkRvi},
  researchr = {https://researchr.org/publication/VeldandaBCDMG23},
  cites = {0},
  citedby = {0},
  journal = {Trans. Mach. Learn. Res.},
  volume = {2023},
}