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Not an expert, but this paper explores double descent with simple models. The interpretation there: when you extend into the overparameterized regime, that per
by iaseiadit 3y ago
Not an expert, but this paper explores double descent with simple models. The interpretation there: when you extend into the overparameterized regime, that permits optimization towards small-norm weights, which generalize well again. Does that explain DD generally? Does it apply to other models (e.g. DNNs)?
https://arxiv.org/pdf/2303.14151.pdf https://arxiv.org/pdf/2303.14151.pdf