Exploiting Equality Constraints in Causal Inference.
Chi ZhangCarlos CinelliBryant ChenJudea PearlPublished in: AISTATS (2021)
Keyphrases
- causal inference
- equality constraints
- additive noise
- linear constraints
- decomposition algorithm
- nonlinear programming
- abductive reasoning
- constrained optimization problems
- nonmonotonic reasoning
- discrete data
- causal models
- complex valued
- optimal solution
- rare events
- optimization problems
- spatial domain
- noisy images