From Temporal to Contemporaneous Iterative Causal Discovery in the Presence of Latent Confounders.
Raanan Y. Yehezkel RohekarShami NisimovYaniv GurwiczGal NovikPublished in: ICML (2023)
Keyphrases
- causal discovery
- observational data
- causal models
- causal relationships
- latent variables
- causal structure
- discovery process
- temporal information
- temporal reasoning
- directed acyclic graph
- bayesian networks
- conditional independence
- probabilistic model
- markov blanket
- data sets
- random variables
- knowledge discovery
- np hard
- learning algorithm