Lecture 8: Lagrangian
Lecture 16: Model Predictive Control
Optimization in Machine Learning: Recent Developments and Current Challenges
Convex Optimization
Convex Optimization
Microeconomic Theory IV
Optimization in Learning and Data Analysis
Optimization Algorithms in Support Vector Machines
Algorithmic Aspects of Machine Learning
Lecture 14: Methods (Truncated Newton Method)