DEFactor: Differentiable Edge Factorization-based Probabilistic Graph Generation.
Rim AssouelMohamed AhmedMarwin H. S. SeglerAmir SaffariYoshua BengioPublished in: CoRR (2018)
Keyphrases
- weighted graph
- undirected graph
- probabilistic model
- edge weights
- disjoint paths
- bipartite graph
- vertex set
- uncertain data
- graph representation
- graph theory
- graph model
- connected components
- directed graph
- edge information
- directed acyclic graph
- graph structure
- strongly connected
- kronecker product
- bayesian networks
- pairwise
- image processing
- graph theoretic
- loss function
- information theoretic
- graph mining
- generative model
- edge map
- graph partitioning
- level set
- conditional probabilities
- graphical models
- probabilistic logic
- graph construction
- edge detection
- graph based algorithm
- matrix factorization
- objective function
- low rank