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IFML Seminar

On the Computational Complexity of Private High-dimensional Model Selection

Abstract: We consider the problem of model selection in a high-dimensional sparse linear regression model under privacy constraints. We propose a differentially private best subset selection method with strong utility properties by adopting the...

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