Predicting Is Not Understanding: Recognizing and Addressing Underspecification in Machine Learning.
Damien TeneyMaxime PeyrardEhsan AbbasnejadPublished in: ECCV (23) (2022)
Keyphrases
- machine learning
- data mining
- pattern recognition
- explanation based learning
- decision trees
- machine learning algorithms
- learning systems
- machine learning and data mining
- similarity measure
- reinforcement learning
- natural language
- inductive learning
- knowledge representation
- machine learning methods
- supervised learning
- knowledge acquisition
- neural network
- information systems
- tool support
- deeper understanding
- learning problems
- semi supervised learning
- information extraction
- hidden markov models
- active learning
- data analysis
- training data
- knowledge base
- e learning