Enabling tabular deep learning when $d\gg n$ with an auxiliary knowledge graph

Camilo Ruiz, Hongyu Ren, Kexin Huang +1

Machine learning models exhibit strong performance on datasets with abundant labeled samples. However, for tabular datasets with extremely high $d$-dimensional features but limited…