The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective.
Satyapriya KrishnaTessa HanAlex GuJavin PombraShahin JabbariSteven WuHimabindu LakkarajuPublished in: CoRR (2022)
Keyphrases
- machine learning
- active learning
- machine learning methods
- learning algorithm
- machine learning algorithms
- feature selection
- viewpoint
- database
- learning problems
- pattern recognition
- machine learning and data mining
- artificial intelligence
- data mining
- explanation based learning
- computer science
- decision trees
- knowledge discovery
- inductive learning
- text mining
- learning systems
- knowledge engineering
- knowledge representation
- binary classification
- learning tasks
- machine learning systems
- statistical methods
- unsupervised learning
- natural language processing
- semi supervised
- expert systems
- natural language
- reinforcement learning
- multiscale
- databases