Re:An overview of the theory of overparameterized machine le...
by gwern on Tuesday September 21, 2021 @04:17PM
(#28609418)
You're looking for flat minima / wide basins. (Amusingly, this one actually does go back to Schmidhuber etc.) Explains a lot of phenomenon like poorer generalization of second-order optimizers, SGD sometimes working surprisingly better, stochastic weight averaging / EMA, grokking, or patient teachers.
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