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8 Results
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Poster
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Wed 9:00 |
A Reduction to Binary Approach for Debiasing Multiclass Datasets Ibrahim Alabdulmohsin · Jessica Schrouff · Sanmi Koyejo |
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Poster
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Wed 14:00 |
Self-Supervised Fair Representation Learning without Demographics Junyi Chai · Xiaoqian Wang |
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Poster
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Thu 14:00 |
Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks Michael Lohaus · Matthäus Kleindessner · Krishnaram Kenthapadi · Francesco Locatello · Chris Russell |
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Poster
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Wed 14:00 |
Fairness without Demographics through Knowledge Distillation Junyi Chai · Taeuk Jang · Xiaoqian Wang |
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Workshop
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Federated Fairness without Access to Demographics Afroditi Papadaki · Natalia Martinez · Martin Bertran · Guillermo Sapiro · Miguel Rodrigues |
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Poster
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Thu 14:00 |
Fairness Transferability Subject to Bounded Distribution Shift Yatong Chen · Reilly Raab · Jialu Wang · Yang Liu |
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Poster
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Thu 14:00 |
Fair and Efficient Allocations Without Obvious Manipulations Alexandros Psomas · Paritosh Verma |
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Poster
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Tue 9:00 |
Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting Prasanna Sattigeri · Soumya Ghosh · Inkit Padhi · Pierre Dognin · Kush Varshney |