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teaching:ft1920:vl:convex [2019/12/12 11:59] ipa Note on using Mathematica and a first visualization |
teaching:ft1920:vl:convex [2020/01/06 12:46] ipa [Lecture Notes] |
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You need to log in to access the lecture notes. | You need to log in to access the lecture notes. | ||
- | {{ :teaching:ft1920:vl:convex:files:toc.pdf |Table of Contents (Dec 9)}} \\ | + | {{ :teaching:ft1920:vl:convex:files:toc.pdf |Table of Contents (Jan 6)}} \\ |
{{ :teaching:ft1920:vl:convex:files:introduction.pdf |Introduction (update: Oct 18)}} \\ | {{ :teaching:ft1920:vl:convex:files:introduction.pdf |Introduction (update: Oct 18)}} \\ | ||
{{ :teaching:ft1920:vl:convex:files:literature.pdf |Literature}} \\ | {{ :teaching:ft1920:vl:convex:files:literature.pdf |Literature}} \\ | ||
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{{ :teaching:ft1920:vl:convex:files:coalgorithms-1.pdf |Convex Optimisation Algorithms 1}} \\ | {{ :teaching:ft1920:vl:convex:files:coalgorithms-1.pdf |Convex Optimisation Algorithms 1}} \\ | ||
{{ :teaching:ft1920:vl:convex:files:coalgorithms-2.pdf |Convex Optimisation Algorithms 2}} \\ | {{ :teaching:ft1920:vl:convex:files:coalgorithms-2.pdf |Convex Optimisation Algorithms 2}} \\ | ||
- | {{ :teaching:ft1920:vl:convex:files:conjugationduality.pdf |Conjugation, Duality}} | + | {{ :teaching:ft1920:vl:convex:files:conjugationduality.pdf |Conjugation, Duality}} \\ |
+ | {{ :teaching:ft1920:vl:convex:files:nonconvex.pdf |Nonconvex Optimization}} | ||
===== Exercise Sheets ===== | ===== Exercise Sheets ===== | ||
You need to log in to access the exercise sheets. | You need to log in to access the exercise sheets. | ||
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- {{teaching:ft1920:vl:convex:files:uebungsblatt6.pdf | Exercise Sheet 6}} | - {{teaching:ft1920:vl:convex:files:uebungsblatt6.pdf | Exercise Sheet 6}} | ||
- {{teaching:ft1920:vl:convex:files:uebungsblatt7.pdf | Exercise Sheet 7}} | - {{teaching:ft1920:vl:convex:files:uebungsblatt7.pdf | Exercise Sheet 7}} | ||
- | - {{teaching:ft1920:vl:convex:files:uebungsblatt8.pdf | Exercise Sheet 8}} {{teaching:ft1920:vl:convex:files:8_moreauenvelope.pdf | Mathematica code for visualizing the Moreau Envelope}} | + | - {{teaching:ft1920:vl:convex:files:uebungsblatt8.pdf | Exercise Sheet 8}} |
+ | - {{teaching:ft1920:vl:convex:files:8_moreauenvelope.pdf | Mathematica code for visualizing the Moreau Envelope}} | ||
+ | - {{teaching:ft1920:vl:convex:files:8_sigmoid.pdf | Mathematica code for visualizing the Sigmoid function}} | ||
+ | - {{teaching:ft1920:vl:convex:files:8_logisticloss.pdf | Mathematica code for visualizing the logistic loss classifier}} | ||
+ | - {{teaching:ft1920:vl:convex:files:uebungsblatt9.pdf | Exercise Sheet 9}} | ||
+ | - {{teaching:ft1920:vl:convex:files:data_exercise_sheet_9.zip | Data}} | ||
+ | - {{teaching:ft1920:vl:convex:files:uebungsblatt10.pdf | Exercise Sheet 10}} |