On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach.
Dennis WeiRahul NairAmit DhurandharKush R. VarshneyElizabeth DalyMoninder SinghPublished in: NeurIPS (2022)
Keyphrases
- machine learning
- pattern recognition
- information extraction
- explanation based learning
- learning algorithm
- machine learning methods
- semi supervised learning
- computational intelligence
- knowledge discovery
- reinforcement learning
- feature selection
- computer vision
- artificial intelligence
- information retrieval
- active learning
- knowledge representation
- databases
- support vector machine
- text mining
- knowledge acquisition
- machine learning algorithms
- knowledge engineering
- learning tasks
- inductive learning
- supervised machine learning
- learning problems
- genetic algorithm
- computer science
- natural language