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teaching:st23:vl:coml [2023/04/04 10:21] ipa |
teaching:st23:vl:coml [2023/04/17 10:49] (current) jschwarz |
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| * **Prior Knowledge:** Foundational courses on Linear Algebra and Analysis | * **Prior Knowledge:** Foundational courses on Linear Algebra and Analysis | ||
| * **Content:** The first part of this 2h-lecture is a crash course in //Convex Analysis and Optimization// with numerous applications to //Numerical Optimization// in general, //Machine Learning// and beyond. The last part of the lecture gives an introduction to the emerging research field //Learning to Optimize//. | * **Content:** The first part of this 2h-lecture is a crash course in //Convex Analysis and Optimization// with numerous applications to //Numerical Optimization// in general, //Machine Learning// and beyond. The last part of the lecture gives an introduction to the emerging research field //Learning to Optimize//. | ||
| + | * Some short **lecture notes** and the **exercise sheets** can be found [[https://heibox.uni-heidelberg.de/d/dc218220b9fb4a7894fb/|here]]. | ||