Fast Numerical Optimization for Genome Sequencing Data in Population Biobanks
snpnet
Lasso
High-dimensional regression
penalized regression
We develop two efficient solvers for optimization problems arising from large-scale regularized regressions on millions of genetic variants sequenced from hundreds of thousands of individuals.