Multi-fidelity Bayesian optimisation with continuous approximations

Mathematics

• Fidelity 100%
• Optimization 60%
• Approximation 40%
• Black-box Optimization 25%
• Experiment 23%
• Process Optimization 21%
• Regret 19%
• Hyperparameters 19%
• Parameter Tuning 19%
• Evaluation Function 19%
• Continuous Spectrum 18%
• Tuning 18%
• Cross-validation 17%
• Baseline 17%
• Bayesian Methods 17%
• Optimization Methods 17%
• Training 16%
• Speedup 16%
• Neural Networks 14%
• Choose 13%
• Arc of a curve 13%
• Strategy 11%
• Iteration 10%
• Design 9%
• Performance 9%

Engineering & Materials Science

• Tuning 30%
• Function evaluation 22%
• Experiments 14%
• Neural networks 12%