Search Results for author: Shangshu Qian

Found 1 papers, 0 papers with code

Are My Deep Learning Systems Fair? An Empirical Study of Fixed-Seed Training

no code implementations NeurIPS 2021 Shangshu Qian, Hung Pham, Thibaud Lutellier, Zeou Hu, Jungwon Kim, Lin Tan, YaoLiang Yu, Jiahao Chen, Sameena Shah

Our study of 22 mitigation techniques and five baselines reveals up to 12. 6% fairness variance across identical training runs with identical seeds.

Crime Prediction Fairness

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