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156  |  Visualizing Fairness in Machine Learning with Yongsu Ahn and Alex Cabrera

Data Stories

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Is There a Problem With Thes Systems?

The main problem seem to come from the training data, as it seems like what you supply as ground truth or as ground for learning n the examples you gave this. There's also there are problems in the model and things that you can address in the model. So even if you have lots of divers data, you can't actually discriminate between these different classes ind cases. It's thi very complex problem where, no matter where you are in in the pipe line, defining the problem, gathering data, dsigning the model.

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