On the Safety of Interpretable Machine Learning: A Maximum Deviation Approach.
Dennis WeiRahul NairAmit DhurandharKush R. VarshneyElizabeth M. DalyMoninder SinghPublished in: CoRR (2022)
Keyphrases
- machine learning
- learning algorithm
- machine learning methods
- machine learning algorithms
- pattern recognition
- text mining
- natural language processing
- supervised learning
- information extraction
- data mining
- maximum number
- learning systems
- active learning
- data analysis
- knowledge discovery
- explanation based learning
- reinforcement learning
- decision trees
- feature selection
- machine learning approaches
- intelligent vehicles
- supervised machine learning
- machine learning and data mining
- real world
- computational biology
- inductive logic programming
- learning tasks
- kernel methods
- statistical methods
- unsupervised learning
- knowledge acquisition
- natural language
- computer science