Risk Identification Questionnaire for Detecting Unintended Bias in the Machine Learning Development Lifecycle.
Michelle Seng Ah LeeJatinder SinghPublished in: AIES (2021)
Keyphrases
- machine learning
- development lifecycle
- automatic identification
- software development
- decision trees
- active learning
- machine learning methods
- pattern recognition
- computer vision
- formal methods
- risk assessment
- risk management
- machine learning algorithms
- high risk
- supervised learning
- inductive bias
- learning tasks
- bias variance analysis
- statistical methods
- knowledge acquisition
- text classification
- natural language processing
- feature selection
- artificial intelligence
- learning algorithm
- inductive learning
- reverse engineering
- security requirements
- case study
- knowledge base