Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning.
Amey P. PasarkarAdji Bousso DiengPublished in: CoRR (2023)
Keyphrases
- machine learning
- computer science
- data mining
- machine learning algorithms
- natural language processing
- artificial intelligence
- search result diversification
- pattern recognition
- computer vision
- decision trees
- evaluation metrics
- machine learning methods
- feature selection
- special case
- explanation based learning
- learning problems
- knowledge acquisition
- learning algorithm
- active learning
- inductive learning
- text mining
- information extraction
- model selection
- knowledge representation
- kernel methods
- learning tasks
- computational intelligence
- expert systems
- similarity estimation
- knowledge discovery