Practical multi-fidelity Bayesian optimization for hyperparameter tuning

Keyphrases

• Hyperparameter Tuning 100%
• Multi-objective Bayesian Optimization 100%
• Validation Error 66%
• New Acquisition 33%
• Multi-fidelity Optimization 33%
• Knowledge Gradient 33%
• Hyperparameter Setting 33%

Computer Science

• Deep Neural Network 100%
• Supervised Learning 50%
• Training Point 50%
• Trained Network 50%

Chemical Engineering

• Deep Neural Network 100%
• Supervised Learning 50%