Mind the Gap: A Causal Perspective on Bias Amplification in Prediction & Decision-Making.
Drago PleckoElias BareinboimPublished in: CoRR (2024)
Keyphrases
- decision making
- prediction accuracy
- artificial intelligence
- decision support
- decision makers
- viewpoint
- bayesian networks
- prediction algorithm
- decision process
- fuzzy logic
- data mining
- information processing
- knowledge management
- expert systems
- decision trees
- knowledge base
- information systems
- search engine
- learning algorithm
- cognitive science
- prediction model
- machine learning
- real time