Select Wisely and Explain: Active Learning and Probabilistic Local Post-hoc Explainability.
Aditya SainiRanjitha PrasadPublished in: AIES (2022)
Keyphrases
- post hoc
- active learning
- bayesian networks
- imbalanced data classification
- semi supervised
- training examples
- machine learning
- representative samples
- learning process
- supervised learning
- batch mode active learning
- context sensitive
- uncertain data
- posterior probability
- batch mode
- experimental design
- random sampling
- learning strategies
- information retrieval