Singular Value Perturbation and Deep Network Optimization

Mathematics

• Network Optimization 100%
• Singular Values 70%
• Perturbation 46%
• Architecture 17%
• Optimise 16%
• Linear Representation 12%
• Optimization 7%
• Matrix Perturbation 7%
• Squared Error Loss 6%
• Activation Function 6%
• Piecewise continuous 5%
• Local Minima 5%
• Diagonal matrix 5%
• Condition number 5%
• Nonlinear Function 5%
• Sort 5%
• Spline 4%
• Learning 4%
• Multiplication 4%
• Regression 4%
• Gradient 3%
• Performance 3%
• Family 2%