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Private Empirical Risk Minimization With Analytic Gaussian Mechanism for Healthcare System.
Jiahao Ding
Sai Mounika Errapotu
Yuanxiong Guo
Haixia Zhang
Dongfeng Yuan
Miao Pan
Published in:
IEEE Trans. Big Data (2022)
Keyphrases
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empirical risk minimization
statistical learning theory
uniform convergence
empirical risk
rates of convergence
vc dimension
maximum likelihood
loss function
computationally tractable
generalization bounds
special case
knn
probability density function
learning theory
generalization ability
gaussian process