7 citations · 10 across the 6 of their papers we have counts for
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cs.CR2022
Generalized Private Selection and Testing with High Confidence
Edith Cohen, Xin Lyu, Jelani Nelson +2
Composition theorems are general and powerful tools that facilitate privacy accounting across multiple data accesses from per-access privacy bounds. However they often result in we…
cs.CR2022★ 7 cited
Composition Theorems for Interactive Differential Privacy
Xin Lyu
An interactive mechanism is an algorithm that stores a data set and answers adaptively chosen queries to it. The mechanism is called differentially private, if any adversary cannot…