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The Dan MacKinlay stable of variably-well-consider’d enterprises
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Singular Learning Theory — The Dan MacKinlay stable of variably-well-consider’d enterprises
https://danmackinlay.name/notebook/singular_learning_theory.html
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Wherein algebraic geometry is applied to characterise singularities in the loss surfaces of overparameterized neural networks, and the local learning coefficient is introduced as an effective dimension.