Bounding the Family-Wise Error Rate in Local Causal Discovery Using Rademacher Averages (Extended Abstract).
Dario SimionatoFabio VandinPublished in: IJCAI (2023)
Keyphrases
- error rate
- extended abstract
- causal discovery
- causal models
- causal relationships
- data dependent
- discovery process
- causal structure
- test set
- directed acyclic graph
- bayesian networks
- upper bound
- lower error rates
- conditional independence
- special case
- misclassification rate
- pairwise
- observational data
- word error rate
- generalization error
- random walk
- rejection rate
- learning environment