Network Lasso: Clustering and Optimization in Large Graphs.
David HallacJure LeskovecStephen P. BoydPublished in: KDD (2015)
Keyphrases
- graph clustering
- highly connected
- graph theoretic
- clustering algorithm
- optimization algorithm
- clustering method
- dynamic networks
- network model
- link prediction
- random graphs
- data clustering
- distribution network
- complex networks
- optimization problems
- least squares
- network structure
- graph partitioning
- hierarchical clustering
- graph matching
- k means
- constrained optimization
- network traffic
- linear regression
- fully connected
- neural network
- real world networks
- densely connected
- community discovery
- graph mining
- graph theory
- spectral clustering
- cluster analysis
- cross validation
- peer to peer
- dimensionality reduction
- feature selection