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Christopher A. Choquette-Choo, Krishnamurthy Dvijotham, Krishna Pillutla, Arun Ganesh, Thomas Steinke, Abhradeep Guha Thakurta
differentially private optimization;stochastic gradient descent;linear regression theory;private deep learning
Correlated Noise Provably Beats Independent Noise for Differentially Private Learning