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20102026
most citedAuditing Differentially Private Machine Learning: How Private is Private SGD?

73 citations · 585 across the 58 of their papers we have counts for

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cs.DS2010

Privately Releasing Conjunctions and the Statistical Query Barrier

Anupam Gupta, Moritz Hardt, Aaron Roth +1

Suppose we would like to know all answers to a set of statistical queries C on a data set up to small error, but we can only access the data itself using statistical queries. A tri…