Trace norm regularization: Reformulations, algorithms, and multi-task learning

Mathematics

• Multi-task Learning 100%
• Reformulation 59%
• Regularization 50%
• Semidefinite Program 49%
• Trace 47%
• Norm 35%
• Gene Expression Analysis 33%
• Pattern Analysis 29%
• Gradient Projection Method 27%
• Proximal Methods 25%
• Formulation 24%
• Operator Norm 22%
• Gradient Method 21%
• Singular value decomposition 21%
• Dual Problem 20%
• Quadratic Function 19%
• Least Squares 17%
• Convex function 16%
• Ball 15%
• Optimization 14%
• Projection 14%
• Simulation 12%

Engineering & Materials Science

• Multi-task learning 78%
• Gradient methods 70%
• Gene expression 64%
• Singular value decomposition 60%
• Mathematical operators 53%