The loss surfaces of multilayer networks

Mathematics

• Computer Simulation 13%
• Converge 8%
• Critical point 23%
• Critical value 12%
• Feedforward Neural Networks 18%
• Form 5%
• Global Minimum 45%
• Independence 11%
• Local Minima 43%
• Loss Function 27%
• Lowest 13%
• Mathematical Model 10%
• Model 8%
• Multilayer 100%
• Neural Networks 12%
• Overfitting 18%
• Parametrization 13%
• Prism 17%
• Random Function 15%
• Random Matrix Theory 16%
• Redundancy 15%
• Simulated Annealing 16%
• Spin Glass 18%
• Uniformity 14%
• Verify 11%
• Well-defined 13%

Engineering & Materials Science

• Computer simulation 22%
• Hamiltonians 48%
• Mathematical models 27%
• Multilayers 78%
• Neural networks 24%
• Redundancy 34%
• Simulated annealing 40%
• Spin glass 68%