43 citations · 83 across the 8 of their papers we have counts for
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cs.CY2020★ 20 cited
Reflexive Design for Fairness and Other Human Values in Formal Models
Benjamin Fish, Luke Stark
Algorithms and other formal models purportedly incorporating human values like fairness have grown increasingly popular in computer science. In response to sociotechnical challenge…
cs.LG2020
On the Complexity of Learning from Label Proportions
Benjamin Fish, Lev Reyzin
In the problem of learning with label proportions, which we call LLP learning, the training data is unlabeled, and only the proportions of examples receiving each label are given.…