Bias in Machine Learning Software: Why? How? What to do?
Joymallya ChakrabortySuvodeep MajumderTim MenziesPublished in: CoRR (2021)
Keyphrases
- machine learning
- software development
- software systems
- data mining
- software architecture
- artificial intelligence
- machine learning methods
- active learning
- commercial software
- software design
- machine learning algorithms
- computer systems
- text classification
- source code
- natural language processing
- computer science
- pattern recognition
- information retrieval
- computer vision
- learning algorithm
- neural network
- software packages
- software package
- software quality
- explanation based learning
- software maintenance
- personal computer
- software projects
- embedded systems
- inductive learning
- inductive logic programming
- learning tasks
- knowledge discovery
- transfer learning
- website
- test cases
- learning systems
- decision trees
- semi supervised learning
- reinforcement learning
- knowledge representation
- open source