Yeping Lina Qiu, Hong Zheng, Olivier Gevaert Stanford University
This implemented a denoising autoencoder with partial loss (DAPL) as a deep learning based alternative for imputating missing values especially for large datasets, that achieves comparable or better performance than conventional methods with less computational burden.