Alternating Direction Method of Multipliers for Convex Optimization in Machine Learning-Interpretation and Implementation

Mathematics

• Method of multipliers 100%
• Alternating Direction Method 97%
• Machine Learning 82%
• Convex Optimization 78%
• Interpretation 53%
• Optimization 22%
• Ascent 18%
• Augmented Lagrangian 18%
• Constrained Optimization 17%
• Optimization Algorithm 16%
• Dual Problem 16%
• Speedup 15%
• Sort 15%
• Optimization Problem 10%
• Decompose 9%

Engineering & Materials Science

• Convex optimization 80%
• Machine learning 55%
• Constrained optimization 27%
• Decomposition 18%