Course catalog

19333511

WiSe 22/23: Seminar: Machine Learning for Process Monitoring

Grégoire Montavon

Comments

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.

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16 Class schedule

Regular appointments

Fri, 16:00 - 18:00 16 Class schedule

Fri, 2022-10-21 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Fri, 2022-10-28 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Fri, 2022-11-04 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Fri, 2022-11-11 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Fri, 2022-11-18 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Fri, 2022-11-25 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Fri, 2022-12-02 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Fri, 2022-12-09 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Fri, 2022-12-16 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Fri, 2023-01-06 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Fri, 2023-01-13 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Fri, 2023-01-20 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Fri, 2023-01-27 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Fri, 2023-02-03 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Fri, 2023-02-10 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Fri, 2023-02-17 16:00 - 18:00

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
T9/055 Seminarraum (Takustr. 9)

Back to list of modules

Location: T9/055 Seminarraum (Takustr. 9)

Schedule: Fr 16:00-18:00

Class starts on: 2022-10-21

Course language: English

Contact hours: 2

Number of participants: 30

Limited attendance: Yes

Attendance required: Yes

Modules where this course belongs: