[KongchangAI]
ConceptOverparameterized Model

Overparameterized Model

A model whose number of parameters far exceeds the number of training samples. Such models exhibit a benign loss landscape, are easy to optimize and achieve good generalization performance.

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Nov 2

The paper provides critical point classification results under the two-neuron ReLU teacher-student model setting, and these results echo prior work on matrix factorization and overparameterized models.

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