GitHub

R Extension for Visual Studio Code

This VS Code extension provides support for the R programming language, including features such as R language service based on code analysis, interacting with R terminals, viewing data, plots, ...
IEEE

VFLR: An Efficient and Privacy-Preserving Vertical Federated Framework for Logistic Regression

Abstract: With the explosive growth of data volume and computing capability, federated learning, which involves constructing global models over multiple data islands, has demonstrated its advantages ...
The Lancet

Real-world use of nirmatrelvir–ritonavir in outpatients with COVID-19 during the era of omicron variants including BA.4 and BA.5 in Colorado, USA: a retrospective cohort study

aDepartment of Medicine, University of Colorado School of Medicine, Aurora, CO, USA bDepartment of Biomedical Informatics, University of Colorado School of Medicine, Aurora, CO, USA cDepartment of ...
IEEE

High-Dimensional Classification by Sparse Logistic Regression

Abstract: We consider high-dimensional binary classification by sparse logistic regression. We propose a model/feature selection procedure based on penalized maximum likelihood with a complexity ...