Multiple Imputation with Denoising Autoencoder using Metamorphic Truth and Imputation Feedback

Haw-minn Lu, Giancarlo Perrone, José Unpingco

Although data may be abundant, complete data is less so, due to missing columns or rows. This missingness undermines the performance of downstream data products that either omit in…