Signal Processing and Machine Learning 1 and 2

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Signal Processing and Machine Learning 1 and 2

Education level

PhD

Term

Winter & Summer

Lecturers

These two seminars are intended for advanced students in the final year of their diploma study or during their doctoral study. They aim to fill the gap between the level of standard courses offered as lectures and laboratories and the level of state-of-the-art research as needed for the students’ thesis projects.

The seminar is available in both Winter and Summer Term. In each term, a new field of topics is selected by the course instructor(s) (see list below). After a general introduction by the course instructor(s), the course format enforces active participation of students through oral and/or Internet presentations of a (sub-) topic of their interest. On occasion, these seminars are organized in cooperation with other research groups at a local or international level.

448 Selected Topics Communications and Mobile Computing (2 SE)

This seminar can also be used for the ICE-course “Selected Topics Communications and Mobile Computing”.

Summer Term 2023 (442.040)

Topic for Summer Term 2023: Radiolocalization, Sensing, and Mapping (First Meeting: 22.3.2022, 11:00, Room t.b.d.) Details on the seminar can be found in the TeachCenter.

Winter Term 2022/2023 (442.036)

Topic for Winter Term 2022/23: Physical Informed Neural Networks (First Meeting, 10.10.2022, 4pm, Room: IDEG 134) Details of the seminar can be found in the TeachCenter.

Summer Term 2022 (442.040)

Topic for Summer Term 2022: Robust Estimation Applications based on Belief-Propagation, Variational inference, and Mean-Field Message Passing (First Meeting: 16.3.2022, 11:00, Room IDEG 134) Details of the seminar can be found in the TeachCenter.

Winter Term 2021/2022 (442.036)

Topic for Winter Term 2021/22: Explainable AI (First Meeting, 7.10.2021, 4pm, Room: IDEG 134) Details of the seminar can be found in the TeachCenter.

Summer Term 2021 (442.040)

Topic for Summer Term 2021: Array Signal Processing (First Meeting: 14.4.2021, 11:00, Room: IDEG 134) Details of the seminar can be found in the TeachCenter.

Winter Term 2020/2021 (442.036)

Topic for Winter Term 2020/21: Neural Architecture Search (First Meeting, 5.10.2019, 4pm, Room: IDEG 134) Details of the seminar can be found in the TeachCenter.

Winter Term 2019/2020

Topic for Winter Term 2019/20: Resource-Efficient Neural Networks (First Meeting, 6.10.2019, 4pm, Room: IDEG 134) Details of the seminar can be found in the TeachCenter.