NuC-MKL: A Convex Approach to Non Linear Multiple Kernel Learning.
Eli A. MeiromPavel KisilevPublished in: AISTATS (2016)
Keyphrases
- multiple kernel learning
- convex relaxation
- linear combination
- multi kernel
- multiple kernel
- kernel learning
- kernel methods
- semi supervised learning
- visual concept detection
- kernel function
- convex optimization
- feature selection
- learning problems
- lp norm
- multi task
- optimal kernel
- binary classification
- group lasso
- convex hull
- efficient optimization
- multiple features
- spatial pyramid
- convex sets
- semi supervised
- feature space