Exploring new ways: Enforcing representational dissimilarity to learn new features and reduce error consistency

Tassilo Wald, Constantin Ulrich, Fabian Isensee +4

Independently trained machine learning models tend to learn similar features. Given an ensemble of independently trained models, this results in correlated predictions and common f…