HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular Datasets

1 code implementation • 7 Apr 2023 • Witold Wydmański, Oleksii Bulenok, Marek Śmieja

We evaluated HyperTab on more than 40 tabular datasets of a varying number of samples and domains of origin, and compared its performance with shallow and deep learning models representing the current state-of-the-art.

Data Augmentation