Nonparametric Regression with Shallow Overparameterized Neural Networks Trained by GD with Early Stopping.

Ilja Kuzborskij Csaba Szepesvári

Published in: CoRR (2021)

Keyphrases

nonparametric regression
early stopping
neural network
training process
support vector machine
pointwise
artificial neural networks
training set
boosting algorithms
active learning
data sets
knn
svm classifier
stochastic gradient descent
feature space
multi class