Streamlined Training of GCN for Node Classification with Automatic Loss Function and Optimizer Selection.
SanaullahShamini KoravunaUlrich RückertThorsten JungeblutPublished in: EANN (2023)
Keyphrases
- loss function
- support vector
- hinge loss
- training set
- logistic regression
- stochastic gradient descent
- pairwise
- supervised learning
- machine learning
- training process
- learning to rank
- training samples
- bayes rule
- reproducing kernel hilbert space
- decision trees
- pattern classification
- classification accuracy
- support vector machine svm
- image classification
- support vector machine
- training dataset
- feature vectors
- feature space
- random selection
- feature extraction
- training examples
- regularization term
- empirical risk
- boosting framework
- cross validation
- linear svm
- training data