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

Ilja Kuzborskij Csaba Szepesvári

Published in: COLT (2021)

Keyphrases

nonparametric regression
early stopping
neural network
training process
pointwise
support vector machine
artificial neural networks
svm classifier
boosting algorithms
active learning
stochastic gradient descent
decision trees
training data
prediction accuracy