A Phase Transition-Based Perspective on Multiple Instance Kernels.
Romaric GaudelMichèle SebagAntoine CornuéjolsPublished in: ILP (2007)
Keyphrases
- phase transition
- multiple instance
- relational learning
- multiple instance learning
- constraint satisfaction
- concept learning
- real valued
- satisfiability problem
- learning problems
- semi supervised learning
- np complete
- random instances
- kernel function
- regression problems
- feature space
- gaussian processes
- multiple kernel learning
- feature selection
- cross validation
- kernel methods
- machine learning algorithms
- constraint satisfaction problems
- knowledge representation
- maximum margin
- high dimensional
- support vector
- machine learning