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Integrated Lecture “Probabilistic Modling and Inference”

General Information

Lecture	Tuesdays 14-16 (23.5.2023-)
Room	MAR 4.062
Teachers	Shinichi Nakajima
Contact	nakajima@tu-berlin.de
Language	English
Credits	3 ECTS, Elective Course in Machine Learning Module II (computer science M.Sc.)
ISIS	https://isis.tu-berlin.de/course/view.php?id=34508

Topics

This course provides a series of lectures on probabilistic modeling and inference, covering the following topics:

Bayesian learning
Variational inference
Sampling methods
Bayesian deep learning
Generative modeling
Gaussian process and Bayesian optimization

Enrollment / Limited number of participants

If you intend to participate, please send an e-mail to nakajima@tu-berlin.de with the title "Probabilistic Modeling and Inference Enrollment," and the main text including your name and Matr. Nr. Participation spots are assigned on a first come/first serve basis.

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