Understanding the Behaviour of the Empirical Cross-Entropy Beyond the Training Distribution

Matias Vera, Pablo Piantanida, Leonardo Rey Vega

Machine learning theory has mostly focused on generalization to samples from the same distribution as the training data. Whereas a better understanding of generalization beyond the…