Lower Bounds on Information Requirements for Causal Network Inference.
Xiaohan KangBruce HajekPublished in: CoRR (2021)
Keyphrases
- lower bound
- bayesian networks
- causal interactions
- objective function
- upper bound
- causal theories
- network structure
- probabilistic inference
- computer networks
- neural network
- collective classification
- inference process
- network traffic
- complex networks
- peer to peer
- worst case
- communication networks
- network model
- maximum likelihood
- markov random field