Inference-Time Rule Eraser: Distilling and Removing Bias Rules to Mitigate Bias in Deployed Models.
Yi ZhangJitao SangPublished in: CoRR (2024)
Keyphrases
- rule sets
- bayesian framework
- classification rules
- association rules
- deduction rules
- bayesian networks
- statistical models
- probabilistic model
- prior knowledge
- artificial neural networks
- rule discovery
- variance reduction
- rough sets
- production rules
- dynamic bayesian networks
- rule induction
- active databases
- active rules
- low variance
- condition action rules