most citedTransfer learning of regression models from a sequence of datasets by penalized estimation

1 citations · 1 across the 2 of their papers we have counts for

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2 papers

stat.ME2020★ 1 cited

Transfer learning of regression models from a sequence of datasets by penalized estimation

Wessel N. van Wieringen, Harald Binder

Transfer learning refers to the promising idea of initializing model fits based on pre-training on other data. We particularly consider regression modeling settings where parameter…

stat.ME2014

Better prediction by use of co-data: Adaptive group-regularized ridge regression

Mark A. van de Wiel, Tonje G. Lien, Wina Verlaat +2

For many high-dimensional studies, additional information on the variables, like (genomic) annotation or external p-values, is available. In the context of binary and continuous pr…