4 ms·
> it's not unfairly biased against blacks You may be interested in "Fairness in Machine Learning" (https://fairmlclass.github.io/ https://fairmlclass.github.i
by RangerScience 9y ago
> it's not unfairly biased against blacks
You may be interested in "Fairness in Machine Learning" (https://fairmlclass.github.io/ https://fairmlclass.github.io/)
From what little I know - In the same way that vision systems pick out edge and feature detection without being explicitly told what those things are, the kind of algos you're talking about could pick up on biases... and just like DeepDream shows how you can then investigate the features encoded in the system, maybe you could then investigate the biases.
In other words, if these kinds of models encode the existing social biases, it also means those biases are now somewhere very, very examinable.