NCQS: Nonlinear Convex Quadrature Surrogate Hyperparameter Optimization.
Sophia J. AbrahamKehelwala Dewage Gayan MadurangaJeffery KinnisonJonathan D. HauensteinWalter J. ScheirerPublished in: ICCV (Workshops) (2023)
Keyphrases
- quadratic program
- convex relaxation
- nonlinear optimization
- model selection
- global optimization
- piecewise linear
- convex optimization
- optimization problems
- optimization algorithm
- convex programming
- complementarity problems
- global optimality
- linear constraints
- quadratic programming
- convex hull
- semidefinite
- globally optimal
- gaussian processes
- maximum likelihood
- probabilistic model