Presentation Title: A novel platform using deep learning to perform label-free multi-dimensional morphology analysis for biological discoveries Time and Location: May 24 at 10:30 a.m. in room 511E ...

Zhidong Bai, Kwok Pui Choi, Yasunori Fujikoshi, CONSISTENCY OF AIC AND BIC IN ESTIMATING THE NUMBER OF SIGNIFICANT COMPONENTS IN HIGH-DIMENSIONAL PRINCIPAL COMPONENT ANALYSIS, The Annals of Statistics ...

This article is concerned with the problem of feature screening for multiclass linear discriminant analysis under ultrahigh-dimensional setting. We allow the number of classes to be relatively large.