P4.11-On Optimization and Generalization Properties of Deep Networks
Sergios Theodoridis
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01 Feb 2024
In this lecture, a number of issues that arise in optimizing NNs during training are discussed. Their generalization properties are discussed and some remarks concerning overparameterized networks are presented.