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20142025
most citedLeave-one-out prediction intervals in linear regression models with many variables

17 citations · 43 across the 12 of their papers we have counts for

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Showing 2023 · math.STShow all

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math.ST2023★ 1 cited

Uncertainty quantification via cross-validation and its variants under algorithmic stability

Nicolai Amann, Hannes Leeb, Lukas Steinberger

Recently, there has been substantial interest in statistical guarantees for cross-validation (CV) methods of uncertainty quantification in statistical learning (cf. Barber et al. 2…

math.ST2023★ 1 cited

Efficiency in local differential privacy

Lukas Steinberger

We develop a theory of asymptotic efficiency in regular parametric models when data confidentiality is ensured by local differential privacy (LDP). Even though efficient parameter…