Robust Machine Learning by Transforming and Augmenting Imperfect Training Data.
Elliot CreagerPublished in: CoRR (2023)
Keyphrases
- machine learning algorithms
- machine learning
- learning algorithm
- training data
- decision trees
- machine learning methods
- machine learning approaches
- learning tasks
- prior knowledge
- supervised learning
- knowledge representation
- training set
- knowledge acquisition
- support vector machine
- active learning
- training process
- feature selection
- training examples
- label noise
- test data
- generalization error
- data sets
- computationally efficient
- computational intelligence
- information extraction
- expert systems
- data analysis
- natural language
- pattern recognition
- artificial intelligence
- neural network