A new fair-ML method learns interpretable differences between observed and desired human decisions to reduce downstream outcome disparity, with a proof of full mitigation under simplifying assumptions.
Can we reconcile the declarative memory and spatial navigation views on hippocampal function? Neuron, 83(4):764–770, 2014
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Learning Representational Disparities
A new fair-ML method learns interpretable differences between observed and desired human decisions to reduce downstream outcome disparity, with a proof of full mitigation under simplifying assumptions.