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Lecture: Convex Optimization and Machine Learning
Mathematical Methods of Image and Pattern Analysis
- Lectures: Prof. Christoph Schnörr
- Language: English
- SWS: 2+2
- ECTS: 6
- Lecture Id: MM35, Spezialisierungsmodul Numerik und Optimierung
- Feedback: We have a feedback forum in Moodle for all questions related to the mathematical content and the organization of the course.
- Prior Knowledge: Required: Lineare Algebra and Analysis, Recommended: Convex and Nonlinear Optimization
- Content: Discrete and Continuous Fourier Transformations, FIR Filter, Reproducing Kernel Hilbert Spaces, Markov Random Fields, Gaussian Markov Random Fields, Exponential Family, Elementary Differential Geometry