L p ‐norm regularization approaches in variational data assimilation
Sign Up to like & getrecommendations! Published in 2021 at "Quarterly Journal of the Royal Meteorological Society"
DOI: 10.1002/qj.4010
Abstract: This article presents a formulation of the 4DVar objective function using as a penalty term a Lp‐norm with 1 < p read more here.
Keywords: assimilation norm; norm regularization; data assimilation; regularization approaches ... See more keywords
Regularization approaches in clinical biostatistics: A review of methods and their applications
Sign Up to like & getrecommendations! Published in 2022 at "Statistical Methods in Medical Research"
DOI: 10.1177/09622802221133557
Abstract: A range of regularization approaches have been proposed in the data sciences to overcome overfitting, to exploit sparsity or to improve prediction. Using a broad definition of regularization, namely controlling model complexity by adding information… read more here.
Keywords: review methods; regularization; clinical biostatistics; regularization approaches ... See more keywords