Characterizing a Class of Robust Vector Polynomial Optimization via Sum of Squares Conditions.
Xiang-Kai SunWen TanKok Lay TeoPublished in: J. Optim. Theory Appl. (2023)
Keyphrases
- robust optimization
- intra class
- global optimization
- optimization problems
- real world conditions
- optimization algorithm
- feature vectors
- sufficient conditions
- computationally efficient
- vector data
- convex optimization problems
- optimization method
- support vector
- convex optimization
- parameter tuning
- face recognition
- learning algorithm
- low order
- joint optimization
- vapnik chervonenkis dimension
- neural network