GCondNet: A Novel Method for Improving Neural Networks on Small High-Dimensional Tabular Data

Andrei Margeloiu, Nikola Simidjievski, Pietro Lio +1

Neural networks often struggle with high-dimensional but small sample-size tabular datasets. One reason is that current weight initialisation methods assume independence between we…