Five reasons against assuming a data-generating distribution in Machine Learning.
Benedikt HöltgenRobert C. WilliamsonPublished in: CoRR (2024)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- pattern recognition
- learning algorithm
- data generating distribution
- learning systems
- knowledge acquisition
- active learning
- artificial intelligence
- support vector machine
- decision trees
- statistical methods
- explanation based learning
- data analysis
- information extraction
- supervised learning
- text classification
- computer science
- feature selection
- computer vision
- natural language processing
- model selection
- machine learning approaches