GraphCBAL: Class-Balanced Active Learning for Graph Neural Networks via Reinforcement Learning.

Chengcheng Yu Jiapeng Zhu Xiang Li

Published in: CoRR (2024)

Keyphrases

active learning
neural network
reinforcement learning
fuzzy logic
artificial neural networks
random walk
imbalanced data classification
genetic algorithm
function approximators

bipartite graph
function approximation
learning strategies
supervised learning
back propagation
learning process
pattern recognition
graph theory

machine learning
temporal difference
graph representation
multi agent
multilayer perceptron
transfer learning
graph matching
state space

graph model
experimental design
dynamic programming
learning capabilities
learning algorithm
selective sampling
rare class
training examples