Handong Yao

ReConTab: Regularized Contrastive Representation Learning for Tabular Data

2023 · arXiv (Cornell University)

Representation learning stands as one of the critical machine learning techniques across various domains. Through the acquisition of high-quality features, pre-trained embeddings significantly reduce input space redundancy, benefiting downstream pattern recognition tasks such as classification, …