Challenges for Using Impact Regularizers to Avoid Negative Side Effects.
David LindnerKyle MatobaAlexander MeulemansPublished in: SafeAI@AAAI (2021)
Keyphrases
- potential impact
- negative impact
- lessons learned
- positive effects
- negative effects
- interaction effects
- high impact
- key issues
- economic impact
- linear combination
- evolutionary algorithm
- positive and negative
- data sets
- technical challenges
- open issues
- design principles
- total variation
- training set
- case study
- real world
- databases