Trustworthy Machine Learning: Robustness, Generalization, and Interpretability.
Jindong WangHaoliang LiHaohan WangSinno Jialin PanXing XiePublished in: KDD (2023)
Keyphrases
- machine learning
- pattern recognition
- learning algorithm
- computer vision
- learning machines
- machine learning methods
- machine learning algorithms
- feature selection
- active learning
- computational intelligence
- learning systems
- information extraction
- computational efficiency
- learning tasks
- decision trees
- neural network
- machine learning approaches
- semi supervised learning
- fuzzy logic
- machine learning and data mining
- knowledge discovery
- knowledge representation
- explanation based learning
- inductive bias
- knowledge engineering
- inductive learning
- rule base
- inductive logic programming
- learning problems
- prediction accuracy
- knowledge acquisition
- support vector machine
- data mining