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HSE SLT, lecture 12: neural tangent kernel

- Neural nets are locally linear: calculation of the Hessian for nets with 1 hidden layer. - Exponential convergence of gradient descent on the linearised net - The PL-condition Course website: http://wiki.cs.hse.ru/Statistical_learning_theory_2025

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6 просмотров
8 дней назад
12+
6 просмотров
8 дней назад

- Neural nets are locally linear: calculation of the Hessian for nets with 1 hidden layer. - Exponential convergence of gradient descent on the linearised net - The PL-condition Course website: http://wiki.cs.hse.ru/Statistical_learning_theory_2025

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