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WiSe 23/24  
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 19331617  
19331617 Seminar / Undergraduate Course

WiSe 23/24: Seminar/Proseminar: Information-theoretical principles of ML

Gerhard Wunder

Comments

This (Pro-)Seminar takes place regularly every semester and is directed to Bachelor and Masterstudents. It covers basic and advanced (actual) topics of information-theoretic principles of machine learning. An indicative but not complete list of possible topics is:

  • Probability distributions
  • Elements of learning theory
  • Entropy measures, cross-entropy
  • Mutual information and distance metrics on probability distributions
  • Compression and representation learning
  • Autoencoders and variational autoencoders
  • Privacy-preserving ML
  • Pattern recognition and anomaly detection
  • Statistical signal processing and machine learning
  • …

 

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16 Class schedule

Regular appointments

Fri, 12:00 - 14:00 Seminar/Proseminar: Informationstheoretische Grundlagen von ML 16 Class schedule
Fri, 2023-10-20 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

Fri, 2023-10-27 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

Fri, 2023-11-03 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

Fri, 2023-11-10 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

Fri, 2023-11-17 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

Fri, 2023-11-24 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

Fri, 2023-12-01 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

Fri, 2023-12-08 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

Fri, 2023-12-15 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

Fri, 2023-12-22 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

Fri, 2024-01-12 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

Fri, 2024-01-19 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

Fri, 2024-01-26 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

Fri, 2024-02-02 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

Fri, 2024-02-09 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

Fri, 2024-02-16 12:00 - 14:00
Seminar/Proseminar: Informationstheoretische Grundlagen von ML

Lecturers:
Prof. Dr.-Ing. Gerhard Wunder

Location:
T9/049 Seminarraum (Takustr. 9)

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Location: T9/049 Seminarraum (Takustr. 9)

Schedule: Fr 12:00-14:00

Class starts on: 2023-10-20

Course language: German

Contact hours: 2

Number of participants: 30

Limited attendance: Yes

Attendance required: Yes

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