Analyzing Hypersensitive AI: Instability in Corporate-Scale Machine Learning.
Michaela RegneriMalte HoffmannJurij KostNiklas PietschTimo SchulzSabine StammPublished in: CoRR (2018)
Keyphrases
- machine learning
- artificial intelligence
- machine learning methods
- learning algorithm
- knowledge representation
- case study
- computational intelligence
- information extraction
- machine learning algorithms
- decision trees
- ai systems
- learning systems
- pattern recognition
- explanation based learning
- active learning
- feature selection
- knowledge discovery
- knowledge acquisition
- data mining
- text classification
- supervised learning
- scale space
- machine learning approaches
- inductive logic programming
- neural network
- machine intelligence
- support vector machine
- expert systems
- reinforcement learning
- decision making
- lecture notes in artificial intelligence
- knowledge engineering
- inductive learning
- computational logic
- text mining
- learning tasks
- semi supervised learning
- knowledge based systems
- model selection
- intelligent systems
- case based reasoning
- computer science
- training data
- real world