Differentially private statistical estimation

Differential Privacy is now a gold standard for data privacy in many learning and statistical tasks. It has enjoyed over a decade of intense study, with focus on both upper and lower bounds in different settings for different problems. In the intersection of privacy and statistical estimation (hence...

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Online Access:http://hdl.handle.net/2047/D20413921