Clustering-Oriented Representation Learning with Attractive-Repulsive Loss

Kian Kenyon-Dean, Andre Cianflone, Lucas Page-Caccia +3

The standard loss function used to train neural network classifiers, categorical cross-entropy (CCE), seeks to maximize accuracy on the training data; building useful representatio…