Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics

Charan Reddy, Deepak Sharma, Soroush Mehri, Adriana Romero-Soriano, Samira Shabanian, Sina Honari. Benchmarking Bias Mitigation Algorithms in Representation Learning through Fairness Metrics. In Joaquin Vanschoren, Sai Kit Yeung, editors, Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December 2021, virtual. 2021. [doi]

Authors

Charan Reddy

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Deepak Sharma

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Soroush Mehri

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Adriana Romero-Soriano

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Samira Shabanian

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Sina Honari

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