Using Rule-Based Labels for Weak Supervised Learning: A ChemNet for Transferable Chemical Property Prediction.
Garrett B. GohCharles SiegelAbhinav VishnuNathan Oken HodasPublished in: KDD (2018)
Keyphrases
- supervised learning
- training data
- class labels
- prediction accuracy
- training set
- training examples
- supervised classification
- expert systems
- unsupervised learning
- prediction model
- learning problems
- data driven
- semi supervised
- active learning
- neural network
- artificial intelligence
- learning algorithm
- learning tasks
- labeled examples
- label propagation
- image labeling
- statistical learning
- labeled data
- rule base
- semi supervised learning
- pairwise
- reinforcement learning
- machine learning