An optimization approach to locally-biased graph algorithms.
Kimon FountoulakisDavid F. GleichMichael W. MahoneyPublished in: CoRR (2016)
Keyphrases
- optimization problems
- optimization methods
- learning algorithm
- significant improvement
- discrete optimization
- random walk
- graph theory
- combinatorial optimization
- optimization approaches
- computationally efficient
- graph representation
- graph data
- theoretical analysis
- graph mining
- graph databases
- optimization procedure
- web graph
- graph search
- computational cost
- lower bound