March 1st lecture questions
Please respond to these questions by Wednesday noon latest. We expect short answers. There is no correct answer and we are not expecting you to spend a long time on this; the goal is to check that you've read the articles and to raise discussion points that we will go over in class.
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How would risk assessment tools introduce bias in a healthcare setting? What might be relevant protected groups in health care?
Your answer
(optional) The Propublica article mentions that Northpointe's COMPAS risk score is proprietary. What are the implications of having a commercial company create the risk scores? Of the models being kept closed source?
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Which one of the following three articles did you read?
Required
[Learning Fair Representations] How does the use of prototypes address the issue of defining similarity between individuals? What might its limitations be?
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