Visualizing pairwise similarity via semidefinite programming.
Amir GlobersonSam T. RoweisPublished in: AISTATS (2007)
Keyphrases
- semidefinite programming
- pairwise similarities
- metric learning
- kernel matrix
- pairwise
- similarity metric
- linear programming
- distance metric
- similarity function
- spectral clustering
- similarity measure
- semidefinite
- graph partitioning
- interior point methods
- maximum margin
- primal dual
- semi supervised
- data points
- dimensionality reduction
- linear program
- weighted graph
- multi task
- interior point
- learning tasks
- data sets
- objective function
- kernel function
- semi supervised learning
- distance measure
- special case
- feature space
- image segmentation