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

1 code implementation • 15 Jul 2019 • Simão Eduardo, Alfredo Nazábal, Christopher K. I. Williams, Charles Sutton

We show experimentally that not only RVAE performs better than several state-of-the-art methods in cell outlier detection and repair for tabular data, but also that is robust against the initial hyper-parameter selection.

Imputation Outlier Detection