Algorithmic recourse under imperfect causal knowledge: a probabilistic approach.
Amir-Hossein KarimiBodo Julius von KügelgenBernhard SchölkopfIsabel ValeraPublished in: NeurIPS (2020)
Keyphrases
- causal knowledge
- conditional probabilities
- bayesian networks
- diagnostic knowledge
- causal relationships
- multistage
- generative model
- causal explanation
- probabilistic model
- linear program
- knowledge base
- graphical models
- probability distribution
- data sets
- pairwise
- causal reasoning
- stochastic programming
- feature selection