Qi Ma

EMFlow: Data Imputation in Latent Space via EM and Deep Flow Models

2021 · arXiv (Cornell University)

The presence of missing values within high-dimensional data is an ubiquitous problem for many applied sciences. A serious limitation of many available data mining and machine learning methods is their inability to handle partially missing …