Basis function discovery using spectral clustering and bisimulation metrics.
Gheorghe ComaniciDoina PrecupPublished in: AAMAS (2011)
Keyphrases
- spectral clustering
- basis functions
- graph laplacian
- linear combination
- clustering method
- pairwise
- radial basis function
- data clustering
- similarity matrix
- state space
- eigendecomposition
- image segmentation
- k means
- evolutionary clustering
- spectral methods
- clustering algorithm
- knowledge discovery
- affinity matrix
- label propagation
- reinforcement learning
- factored mdps
- graph partitioning
- computer vision
- data mining
- neural network
- alternative clusterings
- normalized cut
- cluster analysis
- co occurrence
- data points