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math.PR2019
Estimation of expected value of function of i.i.d. Bernoulli random variables
March T. Boedihardjo
We estimate the expected value of certain function . For example, with computer assistance, we show that if is the Laplacian of the Cayley graph of…
cs.LG2019★ 18 cited
DP-LSSGD: A Stochastic Optimization Method to Lift the Utility in Privacy-Preserving ERM
Bao Wang, Quanquan Gu, March Boedihardjo +2
Machine learning (ML) models trained by differentially private stochastic gradient descent (DP-SGD) have much lower utility than the non-private ones. To mitigate this degradation,…