Graph Element Networks: adaptive, structured computation and memory.
Ferran AletAdarsh Keshav JeewajeeMaria Bauzá VillalongaAlberto RodriguezTomás Lozano-PérezLeslie Pack KaelblingPublished in: ICML (2019)
Keyphrases
- structured data
- graph structures
- random walk
- graph theory
- betweenness centrality
- fully connected
- complex networks
- social networks
- graph representation
- dynamic networks
- protein interaction networks
- main memory
- directed graph
- graph structure
- graph model
- highly connected
- clustering coefficient
- subgraph isomorphism
- network structure
- directed edges
- community discovery
- degree distribution
- max margin markov
- social graphs
- average degree
- graph layout
- graph based algorithm
- high bandwidth
- memory space
- small world
- heterogeneous networks
- memory requirements
- computer networks
- connected components