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Machine Learning for Process Monitoring

Numerous real-world processes require close monitoring by humans and machine learning (ML) models in order to verify calibration/stability and detect potential shifts/anomalies. The real-time nature of such tasks brings unique challenges from a ML perspective. This seminar will explore relevant ML aspects such as online learning, real-time data visualization, and energy efficiency. Use cases in manufacturing and intensive care will be covered.

Students will select a few papers from a pool of thematically relevant research papers, which they will read and present over the course of the semester.


Dozent/inDr. Grégoire Montavon
InstitutionDept. of Mathematics and Computer Science
Institute for Computer Science
SemesterWintersemester 2022/2023
RaumTakustr. 9 055
Beginn21.10.2022 | 16:00
Ende17.02.2023 | 18:00

Friday, 4-6 a.m.

Links auf Kursbeschreibung