journalarticle
Kernel and Deep Regimes in Overparametrized Models
arXiv.org2019 33 citations24 references
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Abstract
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TL;DRThis work shows how the scale of the initialization controls the transition between the “kernel” and “deep” regimes and affects generalization properties in multilayer homogeneous models and provides a complete and detailed analysis for a simple two-layer model. (Semantic Scholar)