Explainable machine learning in deployment.
Umang BhattAlice XiangShubham SharmaAdrian WellerAnkur TalyYunhan JiaJoydeep GhoshRuchir PuriJosé M. F. MouraPeter EckersleyPublished in: FAT* (2020)
Keyphrases
- machine learning
- artificial intelligence
- data mining
- explanation based learning
- decision trees
- machine learning methods
- learning algorithm
- machine learning approaches
- neural network
- machine learning and data mining
- knowledge discovery in databases
- learning tasks
- learning systems
- computational intelligence
- natural language processing
- knowledge representation
- bayesian networks
- feature selection
- active learning
- supervised learning
- text mining
- natural language
- machine learning algorithms
- pattern recognition
- case study
- learning models
- statistical learning
- decision making
- real world
- database