A new activation-pattern metric, OUI, is proposed as an early indicator for weight-decay selection, but its recommended interval is fitted to the three experiments that claim to validate it.
Understand- ing deep learning (still) requires rethinking generalization,
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OUI Need to Talk About Weight Decay: A New Perspective on Overfitting Detection
A new activation-pattern metric, OUI, is proposed as an early indicator for weight-decay selection, but its recommended interval is fitted to the three experiments that claim to validate it.