Graph Intervention Networks for Causal Effect Estimation.
Jean KaddourQi LiuYuchen ZhuMatt J. KusnerRicardo SilvaPublished in: CoRR (2021)
Keyphrases
- small world
- average degree
- graph representation
- social networks
- graph structures
- fully connected
- network structure
- social graphs
- graph structure
- highly connected
- structured data
- directed graph
- computer networks
- graph theory
- estimation accuracy
- edge weights
- community discovery
- overlapping communities
- graph theoretic
- heterogeneous social networks
- estimation algorithm
- random walk
- parameter estimation
- graph matching
- network analysis
- network model
- directed acyclic graph
- graph model
- accurate estimation
- weighted graph
- estimation process
- bipartite graph
- graphical representation
- complex networks
- clustering coefficient
- degree distribution
- graphical models
- probabilistic model
- directed edges
- neural network