Data Decisions and Theoretical Implications when Adversarially Learning Fair Representations.
Alex BeutelJilin ChenZhe ZhaoEd H. ChiPublished in: CoRR (2017)
Keyphrases
- data sets
- prior knowledge
- input data
- raw data
- high quality
- data sources
- sensory data
- statistical analysis
- data collection
- knowledge acquisition
- image data
- databases
- training data
- learning algorithm
- computer systems
- database
- learning process
- decision making
- decision makers
- supervised learning
- reinforcement learning
- online learning
- metadata
- decision trees
- synthetic data
- background knowledge
- attribute values
- learning tasks
- data quality
- hidden variables
- data structure