Learning Theory of Randomized Sparse Kaczmarz Method

Mathematics

• Learning Theory 100%
• Mirror 57%
• Online Learning 39%
• Bregman Distance 37%
• Generalization Error 35%
• Online Algorithms 33%
• Descent Algorithm 32%
• Thresholding 31%
• Almost Sure Convergence 30%
• Linear Convergence 30%
• Learning Algorithm 30%
• Nonlinear Regression 30%
• Regression Function 26%
• Nonlinear Function 26%
• Sufficient Conditions 25%
• Convergence Rate 21%
• Convexity 21%
• Covering 20%
• Approximate Solution 19%
• Linear Systems 18%
• Restriction 17%
• Converge 16%
• If and only if 15%
• Necessary Conditions 14%
• Operator 12%

Engineering & Materials Science

• Mirrors 78%
• Sampling 54%
• Linear systems 35%
• Learning algorithms 32%