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Optimized Pre-Processing for Discrimination Prevention

Flávio du Pin Calmon, Dennis Wei, Bhanukiran Vinzamuri, Karthikeyan Natesan Ramamurthy, Kush R. Varshney. Optimized Pre-Processing for Discrimination Prevention. In Isabelle Guyon, Ulrike von Luxburg, Samy Bengio, Hanna M. Wallach, Rob Fergus, S. V. N. Vishwanathan, Roman Garnett, editors, Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 4-9 December 2017, Long Beach, CA, USA. pages 3995-4004, 2017. [doi]

Authors

Flávio du Pin Calmon

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Dennis Wei

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Bhanukiran Vinzamuri

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Karthikeyan Natesan Ramamurthy

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Kush R. Varshney

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