Deep Nets for Local Manifold Learning

Mathematics

• Manifold Learning 100%
• Target 33%
• Training 28%
• Smoothness 22%
• Addition method 20%
• Back Propagation 20%
• A Priori Error Bounds 18%
• A Priori Bounds 15%
• Learning Algorithm 15%
• Prior Knowledge 15%
• Optimization Techniques 15%
• Approximation of Functions 15%
• Approximation Scheme 13%
• Regular hexahedron 12%
• Neural Networks 12%
• Entire 11%
• High-dimensional 10%
• Euclidean space 10%
• Output 9%
• Unknown 8%
• Decompose 8%
• Derivative 8%
• Approximation 6%

Engineering & Materials Science

• Backpropagation 10%
• Deep learning 9%
• Learning algorithms 9%
• Derivatives 9%
• Decomposition 7%
• Neural networks 6%