Fast Graph Laplacian Regularized Kernel Learning via Semidefinite-Quadratic-Linear Programming.
Xiao-Ming WuAnthony Man-Cho SoZhenguo LiShuo-Yen Robert LiPublished in: NIPS (2009)
Keyphrases
- semidefinite
- kernel learning
- linear programming
- semidefinite programming
- interior point methods
- kernel matrix
- linear program
- objective function
- spectral clustering
- kernel function
- pairwise constraints
- primal dual
- kernel methods
- multiple kernel learning
- semi supervised
- euclidean space
- least squares
- quadratic programming
- learning tasks
- feature space
- distance metric
- higher dimensional
- dynamic programming
- semi supervised learning
- low rank
- active learning
- optimal solution
- reproducing kernel hilbert space
- machine learning
- pairwise
- linear combination
- metric learning
- dimensionality reduction
- image classification
- transfer learning