Don't stop me now: How Validation Criteria Affect Checkpoint Selection and Early Stopping.

arXiv:2602.22107v2 Announce Type: replace-cross Abstract: Checkpoint selection is a standard component of neural network training, yet the validation criterion used to select a checkpoint is often chosen heuristically. Moreover, the same criterion may be used