Search Results for author: Simão Eduardo

Found 1 papers, 1 papers with code

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

1 code implementation15 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

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