The f-Adjusted Graph Laplacian: a Diagonal Modification with a Geometric Interpretation.
Sven KurrasUlrike von LuxburgGilles BlanchardPublished in: ICML (2014)
Keyphrases
- geometric interpretation
- graph laplacian
- random walk
- spectral analysis
- spectral clustering
- euclidean space
- weighted graph
- kernel machines
- basis functions
- pointwise
- neighborhood graph
- semi supervised learning
- covariance matrix
- data points
- clustering method
- labeled and unlabeled data
- manifold structure
- pairwise
- semi supervised
- machine learning
- prior knowledge