930 citations · 1.6k across the 17 of their papers we have counts for
Showing 2016Show all
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stat.ML2016★ 14 cited
Explaining Classification Models Built on High-Dimensional Sparse Data
Julie Moeyersoms, Brian d'Alessandro, Foster Provost +1
Predictive modeling applications increasingly use data representing people's behavior, opinions, and interactions. Fine-grained behavior data often has different structure from tra…
stat.ML2016★ 4 cited
Enhancing Transparency and Control when Drawing Data-Driven Inferences about Individuals
Daizhuo Chen, Samuel P. Fraiberger, Robert Moakler +1
Recent studies have shown that information disclosed on social network sites (such as Facebook) can be used to predict personal characteristics with surprisingly high accuracy. In…