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Convergence guarantees for forward gradient descent in the linear regression model
Renewed interest in the relationship between artificial and biological neural networks motivates the study of gradient-free methods.
Convergence rates of deep ReLU networks for multiclass classification
For classification problems, trained deep neural networks return probabilities of class memberships.
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