A Globally Convergent Gradient-based Bilevel Hyperparameter Optimization Method.
Ankur SinhaSatender GunwalShivam KumarPublished in: CoRR (2022)
Keyphrases
- optimization method
- globally convergent
- global convergence
- optimization methods
- global optimum
- autocalibration
- particle swarm
- variational inequalities
- optimization algorithm
- genetic algorithm
- newton method
- simulated annealing
- line search
- convergence analysis
- optimization procedure
- differential evolution
- evolutionary algorithm
- linear programming
- metaheuristic
- augmented lagrangian
- model selection
- gaussian process
- constrained optimization problems
- sensitivity analysis
- particle swarm optimization
- nonlinear programming
- lower level
- neural network
- multi objective
- hybrid algorithm