66 citations · 210 across the 25 of their papers we have counts for
3 papers · 1 filter
A Differentiable Alternative to the Lasso Penalty
Hamed Haselimashhadi, Veronica Vinciotti
Regularized regression has become very popular nowadays, particularly on high-dimensional problems where the addition of a penalty term to the log-likelihood allows inference where…
NEAT: an efficient network enrichment analysis test
Mirko Signorelli, Veronica Vinciotti, Ernst C. Wit
Network enrichment analysis is a powerful method, which allows to integrate gene enrichment analysis with the information on relationships between genes that is provided by gene ne…
A new Bayesian regression model for counts in medicine
Hamed Haselimashhadi, Veronica Vinciotti, Keming Yu
Discrete data are collected in many application areas and are often characterised by highly skewed and power-lawlike distributions. An example of this, which is considered in this…