HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular Datasets

Witold Wydmański, Oleksii Bulenok, Marek Śmieja

Deep learning has achieved impressive performance in many domains, such as computer vision and natural language processing, but its advantage over classical shallow methods on tabu…