A new class of incremental gradient methods for least squares problems

Mathematics

• Gradient Method 88%
• Least Squares Problem 87%
• Least Mean Square 69%
• Steepest Descent 38%
• Modes of Operation 23%
• Class 23%
• Steepest Descent Method 20%
• Linear Least Squares 19%
• Hessian matrix 19%
• Large Data Sets 19%
• Linear Convergence 18%
• Training 16%
• Adjustment 15%
• Neural Networks 14%
• Scaling 13%
• Optimal Solution 13%
• Convergence Rate 13%
• Rate of Convergence 12%
• Optimization 12%
• Approximation 8%

Engineering & Materials Science

• Steepest descent method 100%
• Gradient methods 95%
• Neural networks 48%