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F Calmon, D Wei, B Vinzamuri… - Advances in neural …, 2017 - proceedings.neurips.cc

Optimized pre-processing for discrimination prevention.

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Calmon, Vinzamuri, Wei

GSID: OP_F4ezZYMMJ

Excerpt

Non-discrimination is a recognized objective in algorithmic decision making. In this paper, we introduce a novel probabilistic formulation of data pre-processing for reducing …

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