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statistical privacy

3 papers

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Co-occurring keywords · papers mentioning both

differential privacy (2) privacy-preserving machine learning (2) secure encoding (1) privacy-preserving microdatum (1) k-norm gradient mechanism (1) gradient mechanism (1) decentralized training (1) objective perturbation (1) information loss (1) exponential mechanism (1)

Papers

An Uncertainty Principle is a Price of Privacy-Preserving Microdata NeurIPS 2021 A Scalable Approach for Privacy-Preserving Collaborative Machine Learning NeurIPS 2020 KNG: The K-Norm Gradient Mechanism NeurIPS 2019