Course catalog

19334717

Seminar/Proseminar: Machine Learning for Process Control

Grégoire Montavon

Comments

Numerous real-world processes need to be kept under control in order to ensure safety or efficiency. Machine learning models are good candidates for this. They can for example detect shifts/anomalies/decalibrations/instabilities/etc. and possibly also predict which action needs to be taken on the process. The real-time nature of such tasks brings unique challenges from a ML perspective compared to classical application of ML. This seminar will explore relevant ML methods such as online/reinforcement learning and real-time data analysis. 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

Thu, 14:00 - 16:00 Seminar/Proseminar: Machine Learning for Process Control 16 Class schedule

Thu, 2024-10-17 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Thu, 2024-10-24 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Thu, 2024-10-31 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Thu, 2024-11-07 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Thu, 2024-11-14 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Thu, 2024-11-21 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Thu, 2024-11-28 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Thu, 2024-12-05 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Thu, 2024-12-12 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Thu, 2024-12-19 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Thu, 2025-01-09 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Thu, 2025-01-16 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Thu, 2025-01-23 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Thu, 2025-01-30 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Thu, 2025-02-06 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Thu, 2025-02-13 14:00 - 16:00

Seminar/Proseminar: Machine Learning for Process Control

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

Location:
KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

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Location: KöLu24-26/SR 006 Neuro/Mathe (Königin-Luise-Str. 24 / 26)

Schedule: Do 14:00-16:00

Class starts on: 2024-10-17

Course language: English

Contact hours: 2

Number of participants: 30

Limited attendance: Yes

Attendance required: Yes

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