Cooperative Learning for Multiview Analysis
snpnet
Lasso
High-dimensional regression
penalized regression
We propose a method for supervised learning with multiple sets of features (“views”). The multiview problem is especially important in biology and medicine, where “-omics” data, such as genomics, proteomics, and radiomics, are measured on a common set of samples.