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teaching:st18:infogeo:start [2018/05/06 14:43] azern |
teaching:st18:infogeo:start [2018/07/16 22:22] ipa |
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**Lecture Notes ** | **Lecture Notes ** | ||
* {{ :teaching:st18:infogeo:literature.pdf |Literature}} | * {{ :teaching:st18:infogeo:literature.pdf |Literature}} | ||
- | * {{ :teaching:st18:infogeo:differential-geometry.pdf |Differential Geometry}} (Version: 20.04) | + | * {{ :teaching:st18:infogeo:differential-geometry.pdf |Differential Geometry}} (Version: 08.05) |
- | * Smooth Convex Analysis | + | * {{ :teaching:st18:infogeo:smooth-convex.pdf |Smooth Convex Analysis}} |
- | * {{ :teaching:st18:infogeo:information-geometry-i.pdf |Information Geometry I}} (Version: 24.04) | + | * {{ :teaching:st18:infogeo:information-geometry-i.pdf |Information Geometry I}} (Version: 01.06) |
- | * Information Geometry II | + | * {{ :teaching:st18:infogeo:information-geometry-ii.pdf |Information Geometry II}} |
+ | * Applications | ||
+ | * {{ :teaching:st18:infogeo:appl-basicnotions.pdf |Basic Notions, Cramer-Rao Bound}} | ||
+ | * {{ :teaching:st18:infogeo:appl-expfamily.pdf |Exponential Family}} | ||
+ | * {{ :teaching:st18:infogeo:appl-boosting.pdf |Boosting Classifiers}} | ||
+ | * {{ :teaching:st18:infogeo:appl-unsupervised.pdf |Unsupervised Learning (Clustering)}} | ||
+ | * {{ :teaching:st18:infogeo:appl-online_.pdf |Online Learning}} | ||
**Exercise Sheets ** | **Exercise Sheets ** | ||
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* {{ :teaching:st18:infogeo:uebungsblatt2.pdf |Sheet 2}} | * {{ :teaching:st18:infogeo:uebungsblatt2.pdf |Sheet 2}} | ||
* {{ :teaching:st18:infogeo:uebungsblatt3.pdf |Sheet 3}} | * {{ :teaching:st18:infogeo:uebungsblatt3.pdf |Sheet 3}} | ||
+ | * {{ :teaching:st18:infogeo:uebungsblatt4.pdf |Sheet 4}} | ||
+ | * {{ :teaching:st18:infogeo:uebungsblatt5.pdf |Sheet 5}} | ||
+ | * {{ :teaching:st18:infogeo:uebungsblatt6.pdf |Sheet 6}} | ||
+ | * {{ :teaching:st18:infogeo:uebungsblatt7.pdf |Sheet 7}} | ||
+ | * {{ :teaching:st18:infogeo:uebungsblatt8.pdf |Sheet 8}} | ||
+ | * {{ :teaching:st18:infogeo:uebungsblatt9.pdf |Sheet 9}} | ||
+ | * {{ :teaching:st18:infogeo:uebungsblatt10.pdf |Sheet 10}} | ||
+ | * {{ :teaching:st18:infogeo:uebungsblatt11.pdf |Sheet 11}} | ||
+ | * {{ :teaching:st18:infogeo:uebungsblatt12.pdf |Sheet 12}} |