Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data

Simão Eduardo, Alfredo Nazábal, Christopher K. I. Williams +1

We focus on the problem of unsupervised cell outlier detection and repair in mixed-type tabular data. Traditional methods are concerned only with detecting which rows in the datase…