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High-Dimensional Private Empirical Risk Minimization by Greedy ...
WebIn this paper, we study differentially private empirical risk minimization (DP-ERM). It has been shown that the worst-case utility of DP-ERM reduces polynomially as the dimension increases. This is a major obstacle to privately learning large machine learning models. In high dimension, it is common for some model's parameters to carry more information … WebPDP - What does PDP stand for? The Free Dictionary PDP Also found in: Dictionary, Medical, Encyclopedia, Wikipedia . Category filter: Copyright 1988-2024 … WebDP (complexity), or difference polynomial time, a computational complexity class Data processing Software design pattern, a reusable solution to a common problem in software design Device-independent pixel, a unit representing an abstraction of … dr prince\u0027s-pine