To Predict or Not To Predict? Proportionally Masked Autoencoders for Tabular Data Imputation

Jungkyu Kim, Kibok Lee, Taeyoung Park

Masked autoencoders (MAEs) have recently demonstrated effectiveness in tabular data imputation. However, due to the inherent heterogeneity of tabular data, the uniform random maski…