no code implementations • 6 Feb 2024 • Guri Zabërgja, Arlind Kadra, Josif Grabocka
In this paper, we introduce a large-scale empirical study comparing neural networks against gradient-boosted decision trees on tabular data, but also transformer-based architectures against traditional multi-layer perceptrons (MLP) with residual connections.