Pruning's Effect on Generalization Through the Lens of Training and Regularization

Tian Jin, Michael Carbin, Daniel M. Roy +2

Practitioners frequently observe that pruning improves model generalization. A long-standing hypothesis based on bias-variance trade-off attributes this generalization improvement…