Parameter Optimization with Conscious Allocation (POCA)

Mathematics

• Parameter Optimization 100%
• Hyperparameters 90%
• Configuration 45%
• Neural Networks 27%
• Learning Rate 20%
• Performance 17%
• Learning Algorithm 17%
• Machine Learning 15%
• Eliminate 14%
• Branch 12%
• Optimization 11%

Engineering & Materials Science

• Toys 22%
• Deep neural networks 17%
• Learning algorithms 15%
• Machine learning 13%
• Sampling 12%
• Set theory 11%
• Neural networks 10%