Convex Optimization

Algorithms and machine learning
Advanced studies
Convex optimization problems arising in, e.g., data analysis and machine learning, and efficient algorithms for solving them are studied. Convex duality theory, interior point algorithms and gradient based approaches are among techniques covered in the course. Kurssikirja: Stephen Boyd, Lieven Vandenberghe: Convex Optimization, Cambridge University Press, 2004.
Year Semester Date Period Language In charge
2006 autumn 17.11-17.11. English