Huai-Hong Yin

Revisiting Nearest Neighbor for Tabular Data: A Deep Tabular Baseline Two Decades Later

The widespread enthusiasm for deep learning has recently expanded into the domain of tabular data. Recognizing that the advancement in deep tabular methods is often inspired by classical methods, e.g., integration of nearest neighbors into neural networks, we investigate whether these classical meth…