Cao Huyen My

Post-pretrained lasso statistical inference

This work proposes post-pretrained lasso selective inference (PPL-SI), a novel selective inference method designed to provide statistically valid p values for the pretrained lasso that reliably controls false discoveries and significantly improves the detection of biologically relevant features compared to traditional approaches.