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'Black box' no more: This system can spot the bias in those algorithms

Katherine Noyes | May 27, 2016
Why was your loan denied? A university's technique can shed some light.

The researchers tested their approach against some standard machine-learning algorithms that they used to train decision-making systems on real data sets. They found that QII provided better explanations than standard associative measures for a host of scenarios, including predictive policing and income estimation.

Next, they're hoping to collaborate with industrial partners so that they can employ QII at scale on operational machine-learning systems.

 

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