Cousins Of The Vendi Score: A Family Of Similarity-Based Diversity Metrics For Science And Machine Learning.
Amey P. PasarkarAdji Bousso DiengPublished in: AISTATS (2024)
Keyphrases
- machine learning
- computer science
- artificial intelligence
- data mining
- pattern recognition
- search result diversification
- knowledge acquisition
- special case
- machine learning algorithms
- machine learning methods
- inductive logic programming
- inductive learning
- active learning
- evaluation metrics
- natural language processing
- computer vision
- text classification
- model selection
- evaluation measures
- computational biology
- science learning
- learning problems
- score function
- interdisciplinary field
- text mining
- information extraction
- support vector machine
- feature selection
- learning algorithm
- transfer learning
- computational intelligence
- learning tasks
- supervised learning
- expert systems
- reinforcement learning
- genetic algorithm
- information retrieval