Robustness Testing of Machine Learning Families using Instance-Level IRT-Difficulty.
Raül Fabra-BoludaCèsar FerriFernando Martínez-PlumedMaría José Ramírez-QuintanaPublished in: EBeM@IJCAI (2022)
Keyphrases
- instance level
- machine learning
- multiple instance
- item response theory
- learning problems
- learning algorithm
- active learning
- semi supervised
- semi supervised clustering
- semi supervised learning
- learning tasks
- supervised learning
- natural language processing
- machine learning algorithms
- ontology matching
- reinforcement learning
- kernel methods
- data mining
- constrained clustering
- inductive learning
- transfer learning
- information extraction
- machine learning methods