Mitigating Gender Bias in Machine Learning Data Sets.
Susan LeavyGerardine MeaneyKaren WadeDerek GreenePublished in: BIAS (2020)
Keyphrases
- machine learning
- data sets
- machine learning methods
- benchmark data sets
- real world data sets
- inductive bias
- explanation based learning
- learning systems
- synthetic data
- machine learning algorithms
- knowledge acquisition
- text mining
- natural language processing
- learning algorithm
- pattern recognition
- data mining
- artificial intelligence
- training data
- test data
- database
- real world
- learning tasks
- trade off
- reinforcement learning
- computational intelligence
- computer science
- support vector machine
- computer vision
- data streams
- learning problems
- inductive learning
- machine learning approaches
- domain theory
- information extraction
- supervised machine learning
- active learning