OrthoReg: Improving Graph-regularized MLPs via Orthogonality Regularization.
Hengrui ZhangShen WangVassilis N. IoannidisSoji AdeshinaJiani ZhangXiao QinChristos FaloutsosDa ZhengGeorge KarypisPhilip S. YuPublished in: CoRR (2023)
Keyphrases
- solution path
- regularization method
- regularization framework
- risk minimization
- regularization methods
- regularization parameter
- graph representation
- weighted graph
- graph model
- loss function
- trace norm
- directed graph
- bipartite graph
- random walk
- graph theoretic
- graph structure
- graph theory
- directed acyclic graph
- multilayer perceptron
- graph laplacian
- half quadratic
- prior information
- regularized least squares
- mixed norm
- graph databases
- graph mining
- connected components
- basis functions
- structured data
- shortest path