BriefGPT.xyz
Oct, 2012
隐私感知学习
Privacy Aware Learning
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John C. Duchi, Michael I. Jordan, Martin J. Wainwright
TL;DR
本文研究在隐私模型下的统计风险最小化问题，针对局部隐私框架，确定了统计估计过程的收敛速率上下限，并展示了数据保留隐私量与任何统计估计器或学习程序的收敛速率之间的精确权衡。
Abstract
We study
statistical risk minimization
problems under a
privacy model
in which the data is kept confidential even from the learner. In this
local
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