Statistische Lernverfahren und stochastische Regelung

WS 2018/19

Dozent/innen: Prof. Dr. N. Radde, Prof. Dr.-Ing. C. Ebenbauer, Dr. Sebastian Trimpe
Aufteilung: 2V/2Ü

 

Lecturers

Prof. Dr.-Ing. Christian Ebenbauer
Prof. Dr. Nicole Radde
Dr. sc. Sebastian Trimpe


Assistant

Debdas Paul, M.Sc.,M.Eng.


Place and Time

Mon 9:45-11:15, V 9.31
Thu 9:45-11:15, V 9.41		  
First lecture: Thursday October 18, 2018


Course description

This course provides an introduction to the following topics.

  • Stochastic Simulation and Sampling Techniques
  • Bayesian estimation methods and filters
  • Gaussian Processes for Machine Learning


Additional information, exercises, and course material

ILIAS (Ingenieurwissenschaften-> Technische Kybernetik -> Aktuelles Semester (Current Semester) -> Statistische Lernverfahren und stochastische Regelung).



Prerequisites

Basic knowledge in the field of stochastic processes and modeling or the lecture "Stochastische Prozesse und Modellierung" (Stochastic processes and modeling)

 

 

 

Contact

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