Primal-Dual Subgradient Methods for Huge-Scale Problems
On Recent Trends in Extremely Large-Scale Convex Optimization
Topics in Applied Mathematics: Waves and Imaging
Lecture 7: Example: Piecewise Linear Minimization
Lecture 4: Project Subgradient For Dual Problem
Optimization Algorithms in Support Vector Machines
Lecture 10: Decomposition Applications
Lecture 14: Methods (Truncated Newton Method)
Lecture 16: Model Predictive Control
Lecture 19: Interior-Point Methods (Cont.)