Regularization Paths with Guarantees for Convex Semidefinite Optimization.
Joachim GiesenMartin JaggiSören LauePublished in: AISTATS (2012)
Keyphrases
- semidefinite
- convex relaxation
- global optimality
- semidefinite programming
- convex sets
- convex optimization
- interior point methods
- positive semidefinite
- sufficient conditions
- higher dimensional
- optimization methods
- multistage
- finite number
- multi label
- image segmentation
- machine learning
- vector space
- finite dimensional
- linear programming
- optimization problems