Видео с ютуба Stochastic Gradient Descent Convergence

Stochastic Gradient Descent Convergence

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Risk Convergence and Algorithmic Regularization of Discrete-Stepsize (Stochastic) Gradient Descent

Оптимизация для глубокого обучения (Momentum, RMSprop, AdaGrad, Adam)