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Towards a General Theory of Infinite-Width Limits of Neural Classifiers

TowardsaGeneralTheoryofInﬁnite-WidthLimitsofNeuralClassiﬁersEugeneA.Golikov1Abstractofinﬁnitewidth.Inparticular,(Jacotetal.,2018)showedthatifweightsareparameterizedinacertainwaythentheObtainingt...

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Tensor Programs IV Feature Learning in Infinite-Width Neural Networks

Towards a General Theory of Infinite-Width Limits of Neural Classifiers