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Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference.
Jasper Tan
Blake Mason
Hamid Javadi
Richard G. Baraniuk
Published in:
NeurIPS (2022)
Keyphrases
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database
trade off
privacy preserving
personal information
security issues
bayesian networks
parameter estimation
parameter values
clustering algorithm
image segmentation
least squares
maximum likelihood
cloud computing
parameter settings
inference process
private data