Browsing Mathematics (Faculty of) by Author "Majid, Mahbod"
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Efficient and Differentially Private Statistical Estimation via a Sum-of-Squares Exponential Mechanism
Majid, Mahbod (University of Waterloo, 2023-01-30)As machine learning is applied to more privacy-sensitive data, it is becoming increasingly crucial to develop algorithms that maintain privacy. However, even the most basic high-dimensional statistical estimation tasks ...