Overall error analysis for the training of deep neural networks via stochastic gradient descent with random initialisation.

Arnulf Jentzen Timo Welti

Published in: CoRR (2020)

Keyphrases

error analysis
stochastic gradient descent
least squares
neural network
early stopping
training speed

loss function
step size
matrix factorization
training process
error correction
random forests

training algorithm
regularization parameter
weight vector
online algorithms
supervised learning

back propagation
collaborative filtering
importance sampling
support vector machine
three dimensional