Addressing Bias and Fairness in Machine Learning: A Practical Guide and Hands-on Tutorial.
Rayid GhaniKit T. RodolfaPedro SaleiroSérgio M. JesusPublished in: KDD (2023)
Keyphrases
- machine learning
- application of machine learning methods
- learning algorithm
- knowledge acquisition
- real life
- data mining
- inductive bias
- pattern recognition
- machine learning algorithms
- text classification
- natural language processing
- knowledge representation
- inductive learning
- machine learning methods
- resource allocation
- supervised learning
- information extraction
- data analysis
- computer vision
- active learning
- natural language
- decision trees
- explanation based learning
- database
- computational intelligence
- feature selection
- learning problems
- artificial intelligence
- neural network