Lower Bounds on Information Requirements for Causal Network Inference.
Xiaohan KangBruce HajekPublished in: ISIT (2021)
Keyphrases
- lower bound
- bayesian networks
- causal interactions
- upper bound
- objective function
- peer to peer
- vc dimension
- probabilistic inference
- worst case
- network structure
- network model
- network traffic
- causal inference
- network flow
- bayesian inference
- computer networks
- branch and bound
- neural network
- causal reasoning
- complex networks
- learning algorithm