Yishuo Zhang

Improving neural network’s robustness on tabular data with D-layers

2023 · Data Mining and Knowledge Discovery

Abstract Artificial neural networks ( $${{{\texttt {ANN}}}}$$ <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML"> <mml:mi>ANN</mml:mi> </mml:math> ) are widely used machine learning models. Their widespread use has attracted a lot of interest in their robustness. Many studies show that ’s …