A Survey of Recent Scalability Improvements for Semidefinite Programming with Applications in Machine Learning, Control, and Robotics.
Anirudha MajumdarGeorgina HallAmir Ali AhmadiPublished in: CoRR (2019)
Keyphrases
- semidefinite programming
- machine learning
- linear programming
- computer vision
- semidefinite
- pattern recognition
- control system
- primal dual
- kernel matrix
- linear matrix inequality
- kernel methods
- learning algorithm
- support vector machine
- reinforcement learning
- maximum margin
- feature selection
- data analysis
- linear combination
- objective function
- learning problems
- convex optimization
- decision trees
- data mining