Tabular Data Contrastive Learning via Class-Conditioned and Feature-Correlation Based Augmentation

Wei Cui, Rasa Hosseinzadeh, Junwei Ma +3

Contrastive learning is a model pre-training technique by first creating similar views of the original data, and then encouraging the data and its corresponding views to be close i…