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Seminar - Selected Topics in Machine Learning Research (IN2107, IN4872)

Course 0821002442 in SS 2021

General Data

Course Type seminar
Semester Weekly Hours 2 SWS
Organisational Unit Informatics 26 - Associate Professorship of Data Analytics and Machine Learning (Prof. Günnemann)
Lecturers Simon Geisler
Stephan Günnemann
Anna-Kathrin Kopetzki
Aleksei Kuvshinov
Dates 4 singular or moved dates

Assignment to Modules

Further Information

Courses are together with exams the building blocks for modules. Please keep in mind that information on the contents, learning outcomes and, especially examination conditions are given on the module level only – see section "Assignment to Modules" above.

additional remarks In this seminar we will discuss a diverse set of topics in current machine learning research. Examples of topics include machine learning on graphs, machine learning with sequential data, modern architectures, properties of modern models, robustness, or explainability.
Links Course documents
E-Learning course (e. g. Moodle)
TUMonline entry

Equivalent Courses (e. g. in other semesters)

SemesterTitleLecturersDates
SS 2024 Seminar - Selected Topics in Machine Learning Research (IN2107, IN4872) Guerranti, F. Günnemann, S. Kopetzki, A. Kuvshinov, A. Lienen, M. … (total 7) singular or moved dates
WS 2023/4 Seminar - Selected Topics in Machine Learning Research (IN2107, IN4872) Kuvshinov, A. Scholten, Y. Schuchardt, J. Sommer, J.
Responsible/Coordination: Günnemann, S.
singular or moved dates
SS 2023 Seminar - Selected Topics in Machine Learning Research (IN2107, IN4872) Gosch, L. Günnemann, S. Kopetzki, A. singular or moved dates
WS 2022/3 Seminar - Selected Topics in Machine Learning Research (IN2107, IN4872) Gao, N. Guerranti, F. Kopetzki, A. Kuvshinov, A. Schuchardt, J. … (total 6)
Responsible/Coordination: Günnemann, S.
singular or moved dates
SS 2022 Seminar - Selected Topics in Machine Learning Research (IN2107, IN4872) Charpentier, B. Günnemann, S. Kopetzki, A. Kuvshinov, A. Lienen, M. singular or moved dates
WS 2021/2 Seminar - Selected Topics in Machine Learning Research (IN2107, IN4872) Bilos, M. Charpentier, B. Gao, N. Gasteiger, J. Geisler, S. … (total 10)
Responsible/Coordination: Günnemann, S.
Fri, 09:00–17:00, MI 01.13.010
and singular or moved dates
WS 2020/1 Seminar - Selected Topics in Machine Learning Research (IN2107, IN4872) Charpentier, B. Kopetzki, A. Kuvshinov, A.
Responsible/Coordination: Günnemann, S.
singular or moved dates
SS 2020 Seminar - Selected Topics in Machine Learning Research (IN2107, IN4872) Gasteiger, J. Günnemann, S. Kopetzki, A.
SS 2017 Seminar Course - Current Topics in Data Mining (IN0014, IN2107, IN4872) Robust Data Mining Techniques Günnemann, S.
Assistants: Shchur, O.
SS 2015 Advanced Seminar Course - Data Science in the Era of Big Data (IN0014, IN2107, IN4599)
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