Course catalog

19337517 Seminar / Undergraduate Course

Seminar/Proseminar: Time Series Learning

Manuel Heurich

Comments

This seminar focuses on Machine Learning approaches that specialize in sequential data. Most real-world data is acquired over time. Moreover, most of the available data is not image data. We will discuss works before the Transformer era (e.g., RNNs, LSTMs) and highlight their strengths and weaknesses outside the Computer Vision domain. More recently, transformer-based approaches have outperformed earlier methods. We selectively pick works that highlight their strength in knowledge discovery on sequential data. With the strong trend towards powerful multi-modal models, the seminar aims to introduce state-of-the-art methods to produce robust embeddings based on Time Series data.

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12 Class schedule

Regular appointments

Mon, 10:00 - 12:00 Seminar/Proseminar: Time Series Learning 12 Class schedule
Mon, 2025-04-14 10:00 - 12:00
Seminar/Proseminar: Time Series Learning

Lecturers:
Manuel Heurich

Location:
A7/SR 140 Seminarraum (Hinterhaus) (Arnimallee 7)

Mon, 2025-04-28 10:00 - 12:00
Seminar/Proseminar: Time Series Learning

Lecturers:
Manuel Heurich

Location:
A7/SR 140 Seminarraum (Hinterhaus) (Arnimallee 7)

Mon, 2025-05-05 10:00 - 12:00
Seminar/Proseminar: Time Series Learning

Lecturers:
Manuel Heurich

Location:
A7/SR 140 Seminarraum (Hinterhaus) (Arnimallee 7)

Mon, 2025-05-12 10:00 - 12:00
Seminar/Proseminar: Time Series Learning

Lecturers:
Manuel Heurich

Location:
A7/SR 140 Seminarraum (Hinterhaus) (Arnimallee 7)

Mon, 2025-05-19 10:00 - 12:00
Seminar/Proseminar: Time Series Learning

Lecturers:
Manuel Heurich

Location:
A7/SR 140 Seminarraum (Hinterhaus) (Arnimallee 7)

Mon, 2025-05-26 10:00 - 12:00
Seminar/Proseminar: Time Series Learning

Lecturers:
Manuel Heurich

Location:
A7/SR 140 Seminarraum (Hinterhaus) (Arnimallee 7)

Mon, 2025-06-02 10:00 - 12:00
Seminar/Proseminar: Time Series Learning

Lecturers:
Manuel Heurich

Location:
A7/SR 140 Seminarraum (Hinterhaus) (Arnimallee 7)

Mon, 2025-06-16 10:00 - 12:00
Seminar/Proseminar: Time Series Learning

Lecturers:
Manuel Heurich

Location:
A7/SR 140 Seminarraum (Hinterhaus) (Arnimallee 7)

Mon, 2025-06-23 10:00 - 12:00
Seminar/Proseminar: Time Series Learning

Lecturers:
Manuel Heurich

Location:
A7/SR 140 Seminarraum (Hinterhaus) (Arnimallee 7)

Mon, 2025-06-30 10:00 - 12:00
Seminar/Proseminar: Time Series Learning

Lecturers:
Manuel Heurich

Location:
A7/SR 140 Seminarraum (Hinterhaus) (Arnimallee 7)

Mon, 2025-07-07 10:00 - 12:00
Seminar/Proseminar: Time Series Learning

Lecturers:
Manuel Heurich

Location:
A7/SR 140 Seminarraum (Hinterhaus) (Arnimallee 7)

Mon, 2025-07-14 10:00 - 12:00
Seminar/Proseminar: Time Series Learning

Lecturers:
Manuel Heurich

Location:
A7/SR 140 Seminarraum (Hinterhaus) (Arnimallee 7)

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Location: A7/SR 140 Seminarraum (Hinterhaus) (Arnimallee 7)

Schedule: Mo 10:00-12:00

Class starts on: 2025-04-14

Course language: German/English

Contact hours: 2

Number of participants: 15

Limited attendance: Yes

Attendance required: No

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