Distributionally robust self-supervised learning for tabular data

Shantanu Ghosh, Tiankang Xie, Mikhail Kuznetsov

Machine learning (ML) models trained using Empirical Risk Minimization (ERM) often exhibit systematic errors on specific subpopulations of tabular data, known as error slices. Lear…