164 citations · 164 across the 1 of their papers we have counts for
2 papers
cs.LG2024★ 2 cited
Using Pre-training and Interaction Modeling for ancestry-specific disease prediction in UK Biobank
Thomas Le Menestrel, Erin Craig, Robert Tibshirani +2
Recent genome-wide association studies (GWAS) have uncovered the genetic basis of complex traits, but show an under-representation of non-European descent individuals, underscoring…
stat.ME2017★ 164 cited
Extended Comparisons of Best Subset Selection, Forward Stepwise Selection, and the Lasso
Trevor Hastie, Robert Tibshirani, Ryan J. Tibshirani
In exciting new work, Bertsimas et al. (2016) showed that the classical best subset selection problem in regression modeling can be formulated as a mixed integer optimization (MIO)…