Search Results for author: Gjergji. Kasneci

Found 1 papers, 0 papers with code

Robust Deep Neural Networks for Heterogeneous Tabular Data

no code implementations29 Sep 2021 Vadim Borisov, Klaus Broelemann, Enkelejda Kasneci, Gjergji. Kasneci

Although deep neural networks (DNNs) constitute the state-of-the-art in many tasks based on image, audio, or text data, their performance on heterogeneous, tabular data is typically inferior to that of decision tree ensembles.

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