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7 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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Thu 9:00 |
Hidden Progress in Deep Learning: SGD Learns Parities Near the Computational Limit Boaz Barak · Benjamin Edelman · Surbhi Goel · Sham Kakade · Eran Malach · Cyril Zhang |
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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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Fair Bayes-Optimal Classifiers Under Predictive Parity Xianli Zeng · Edgar Dobriban · Guang Cheng |
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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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Workshop
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Conditional Demographic Parity Through Optimal Transport Luhao Zhang · Mohsen Ghassemi · Ivan Brugere · Niccolo Dalmasso · Alan Mishler · Vamsi Potluru · Tucker Balch · Manuela Veloso |
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Workshop
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Parity in predictive performance is neither necessary nor sufficient for fairness Justin Engelmann · Miguel Bernabeu · Amos Storkey |