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01/25/2023
Efficiency in local differential privacy
We develop a theory of asymptotic efficiency in regular parametric model...
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03/10/2020
Interactive versus non-interactive locally, differentially private estimation: Two elbows for the quadratic functional
Local differential privacy has recently received increasing attention fr...
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02/12/2019
Statistical inference with F-statistics when fitting simple models to high-dimensional data
We study linear subset regression in the context of the high-dimensional...
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09/05/2018
Conditional predictive inference for high-dimensional stable algorithms
We investigate generically applicable and intuitively appealing predicti...
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05/03/2018