Empirical risk mathematical notation

Empirical risk is a recurring research-paper notation family. Averages a loss over observed samples as a data-based estimate of expected population risk.

Empirical risk: Averages a loss over observed samples as a data-based estimate of expected population risk. Example: Use the dataset average as the training objective.