Accountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning.
A. Feder CooperEmanuel MossBenjamin LauferHelen NissenbaumPublished in: FAccT (2022)
Keyphrases
- machine learning
- artificial intelligence
- machine learning methods
- information extraction
- learning systems
- machine learning algorithms
- pattern recognition
- active learning
- learning algorithm
- machine learning and data mining
- human beings
- statistical methods
- inductive learning
- computational biology
- knowledge discovery
- learning tasks
- learning problems
- explanation based learning
- real time
- computational efficiency
- high robustness
- inductive logic programming
- supervised machine learning
- database
- structured data
- supervised learning
- support vector machine
- data analysis
- computer science
- search algorithm
- multi agent
- training data
- similarity measure
- feature selection
- computer vision
- information retrieval
- data mining