Adam Krzyżak

Analysis of the Rate of Convergence of an Over-Parametrized Deep Neural Network Estimate Learned by Gradient Descent

2025 · IEEE Transactions on Information Theory

Estimation of a regression function from independent and identically distributed random variables is considered. The$L_{2}$error with integration with respect to the design measure is used as an error criterion. Over-parametrized deep neural network estimates are …