LMC: Fast Training of GNNs via Subgraph Sampling with Provable Convergence.

Zhihao Shi Xize Liang Jie Wang

Published in: ICLR (2023)

Keyphrases

online learning
monte carlo
training samples
training set
feedforward neural networks
sample size
training process
frequent subgraph mining
data sets
iterative algorithms
training algorithm
random sampling
convergence rate
test set
training examples
active learning
neural network