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@inproceedings{DBLP:conf/afci/BinkyteMPZP22,
  author       = {Ruta Binkyte and
                  Karima Makhlouf and
                  Carlos Pinz{\'{o}}n and
                  Sami Zhioua and
                  Catuscia Palamidessi},
  editor       = {Awa Dieng and
                  Miriam Rateike and
                  Golnoosh Farnadi and
                  Ferdinando Fioretto and
                  Matt J. Kusner and
                  Jessica Schrouff},
  title        = {Causal Discovery for Fairness},
  booktitle    = {Algorithmic Fairness through the Lens of Causality and Privacy Workshop,
                  {AFCP} 2022, New Orleans, LA, {USA} (hybrid), 03 December 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {214},
  pages        = {7--22},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v214/binkyte23a.html},
  timestamp    = {Sat, 09 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/afci/BinkyteMPZP22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/afci/DiengRFFKS22,
  author       = {Awa Dieng and
                  Miriam Rateike and
                  Golnoosh Farnadi and
                  Ferdinando Fioretto and
                  Matt J. Kusner and
                  Jessica Schrouff},
  editor       = {Awa Dieng and
                  Miriam Rateike and
                  Golnoosh Farnadi and
                  Ferdinando Fioretto and
                  Matt J. Kusner and
                  Jessica Schrouff},
  title        = {Algorithmic Fairness through the Lens of Causality and Privacy {(AFCP)}
                  2022},
  booktitle    = {Algorithmic Fairness through the Lens of Causality and Privacy Workshop,
                  {AFCP} 2022, New Orleans, LA, {USA} (hybrid), 03 December 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {214},
  pages        = {1--6},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v214/dieng23a.html},
  timestamp    = {Sat, 09 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/afci/DiengRFFKS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/afci/FriedbergR22,
  author       = {Rina Friedberg and
                  Ryan Rogers},
  editor       = {Awa Dieng and
                  Miriam Rateike and
                  Golnoosh Farnadi and
                  Ferdinando Fioretto and
                  Matt J. Kusner and
                  Jessica Schrouff},
  title        = {Privacy Aware Experimentation over Sensitive Groups: {A} General Chi
                  Square Approach},
  booktitle    = {Algorithmic Fairness through the Lens of Causality and Privacy Workshop,
                  {AFCP} 2022, New Orleans, LA, {USA} (hybrid), 03 December 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {214},
  pages        = {23--66},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v214/friedberg23a.html},
  timestamp    = {Sat, 09 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/afci/FriedbergR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/afci/JuarezK22,
  author       = {Marc Juarez and
                  Aleksandra Korolova},
  editor       = {Awa Dieng and
                  Miriam Rateike and
                  Golnoosh Farnadi and
                  Ferdinando Fioretto and
                  Matt J. Kusner and
                  Jessica Schrouff},
  title        = {{\textquotedblleft}You Can't Fix What You Can't Measure{\textquotedblright}:
                  Privately Measuring Demographic Performance Disparities in Federated
                  Learning},
  booktitle    = {Algorithmic Fairness through the Lens of Causality and Privacy Workshop,
                  {AFCP} 2022, New Orleans, LA, {USA} (hybrid), 03 December 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {214},
  pages        = {67--85},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v214/juarez23a.html},
  timestamp    = {Sat, 09 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/afci/JuarezK22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/afci/LowyGR22,
  author       = {Andrew Lowy and
                  Devansh Gupta and
                  Meisam Razaviyayn},
  editor       = {Awa Dieng and
                  Miriam Rateike and
                  Golnoosh Farnadi and
                  Ferdinando Fioretto and
                  Matt J. Kusner and
                  Jessica Schrouff},
  title        = {Stochastic Differentially Private and Fair Learning},
  booktitle    = {Algorithmic Fairness through the Lens of Causality and Privacy Workshop,
                  {AFCP} 2022, New Orleans, LA, {USA} (hybrid), 03 December 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {214},
  pages        = {86--119},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v214/lowy23a.html},
  timestamp    = {Sat, 09 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/afci/LowyGR22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@proceedings{DBLP:conf/afci/2022,
  editor       = {Awa Dieng and
                  Miriam Rateike and
                  Golnoosh Farnadi and
                  Ferdinando Fioretto and
                  Matt J. Kusner and
                  Jessica Schrouff},
  title        = {Algorithmic Fairness through the Lens of Causality and Privacy Workshop,
                  {AFCP} 2022, New Orleans, LA, {USA} (hybrid), 03 December 2022},
  series       = {Proceedings of Machine Learning Research},
  volume       = {214},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v214/},
  timestamp    = {Sat, 09 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/afci/2022.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}