Search Results for author: Lars Nørvang Andersen

Found 2 papers, 2 papers with code

Self-Distillation for Gaussian Process Regression and Classification

1 code implementation5 Apr 2023 Kenneth Borup, Lars Nørvang Andersen

We propose two approaches to extend the notion of knowledge distillation to Gaussian Process Regression (GPR) and Gaussian Process Classification (GPC); data-centric and distribution-centric.

Classification GPR +2

Not all noise is accounted equally: How differentially private learning benefits from large sampling rates

1 code implementation12 Oct 2021 Friedrich Dörmann, Osvald Frisk, Lars Nørvang Andersen, Christian Fischer Pedersen

In this study, we show that these two types of noise are equivalent in their effect on the utility of private neural networks, however they are not accounted for equally in the privacy budget.

Privacy Preserving

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