267 citations · 710 across the 27 of their papers we have counts for
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cs.SI2020
Information access representations and social capital in networks
Ashkan Bashardoust, Hannah C. Beilinson, Sorelle A. Friedler +6
Social network position confers power and social capital. In the setting of online social networks that have massive reach, creating mathematical representations of social capital…
cs.AI2020★ 110 cited
Problems with Shapley-value-based explanations as feature importance measures
I. Elizabeth Kumar, Suresh Venkatasubramanian, Carlos Scheidegger +1
Game-theoretic formulations of feature importance have become popular as a way to "explain" machine learning models. These methods define a cooperative game between the features of…