Machine Learning Explainability and Robustness: Connected at the Hip.
Anupam DattaMatt FredriksonKlas LeinoKaiji LuShayak SenZifan WangPublished in: KDD (2021)
Keyphrases
- machine learning
- pattern recognition
- data mining
- inductive learning
- decision trees
- information extraction
- machine learning methods
- model selection
- data analysis
- learning algorithm
- computer vision
- data sets
- natural language processing
- artificial intelligence
- search engine
- machine learning algorithms
- unsupervised learning
- application of machine learning methods
- high robustness
- supervised machine learning
- machine learning and data mining
- explanation based learning
- connected components
- computational efficiency
- transfer learning
- semi supervised learning
- website
- text classification
- computational intelligence
- knowledge discovery
- active learning
- expert systems
- information systems
- support vector
- training data