Privately Releasing Conjunctions and the Statistical Query Barrier

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 trivial solution is to exhaustively ask all queries in C. Can we do any better?

• Type: Journal
• Year: 2010
• Where: CORR
• Authors: Anupam Gupta, Moritz Hardt, Aaron Roth, Jonathan Ullman
• Keywords: CORR 2010, Education, Small Error, Statistical Queries