Trajectory-Based Multi-Objective Hyperparameter Optimization for Model Retraining.
Wenyu WangZheyi FanSzu Hui NgPublished in: CoRR (2024)
Keyphrases
- multi objective
- optimization model
- high level
- probabilistic model
- optimization algorithm
- evolutionary optimization
- genetic algorithm
- objective function
- trade off
- neural network
- computational model
- optimization method
- probability distribution
- gaussian processes
- optimization process
- conceptual model
- closed form
- management system
- cost function
- evolutionary algorithm
- machine learning