4 citations · 4 across the 2 of their papers we have counts for
3 papers
math.ST2022★ 4 cited
Penalization-induced shrinking without rotation in high dimensional GLM regression: a cavity analysis
Emanuele Massa, Marianne Jonker, Anthony Coolen
In high dimensional regression, where the number of covariates is of the order of the number of observations, ridge penalization is often used as a remedy against overfitting. Unfo…
cond-mat.dis-nn2014
Random graph ensembles with many short loops
Ekaterina Roberts, Anthonius Coolen
Networks observed in the real world often have many short loops. This violates the tree-like assumption that underpins the majority of random graph models and most of the methods u…
cond-mat.dis-nn2013
Entropy of random graph ensembles constrained with generalised degrees
Ekaterina S. Roberts, Anthonius C. C. Coolen
Generalised degrees provide a natural bridge between local and global topological properties of networks. We define the generalised degree to be the number of neighbours of a node…