28 citations · 174 across the 52 of their papers we have counts for
Showing 2015 · cs.LGShow all
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cs.LG2015
Algorithmic Stability for Adaptive Data Analysis
Raef Bassily, Kobbi Nissim, Adam Smith +3
Adaptivity is an important feature of data analysis---the choice of questions to ask about a dataset often depends on previous interactions with the same dataset. However, statisti…
cs.LG2015★ 22 cited
On the Generalization Properties of Differential Privacy
Kobbi Nissim, Uri Stemmer
A new line of work, started with Dwork et al., studies the task of answering statistical queries using a sample and relates the problem to the concept of differential privacy. By t…