19333417 Seminar / Undergraduate Course

Seminar/Proseminar: Explainable AI for Data Science

Grégoire Montavon

Comments

Explainable AI is a recent and growing subfield of machine learning (ML) that aims to bring transparency into ML models without sacrificing their predictive accuracy. This seminar will explore current research on the use of Explainable AI for extracting insights from large datasets of interest. Use cases in biomedicine, chemistry and earth sciences 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

Tue, 2024-10-15 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

Tue, 2024-10-22 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

Tue, 2024-10-29 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

Tue, 2024-11-05 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

Tue, 2024-11-12 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

Tue, 2024-11-19 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

Tue, 2024-11-26 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

Tue, 2024-12-03 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

Tue, 2024-12-10 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

Tue, 2024-12-17 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

Tue, 2025-01-07 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

Tue, 2025-01-14 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

Tue, 2025-01-21 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

Tue, 2025-01-28 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

Tue, 2025-02-04 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

Tue, 2025-02-11 14:00 - 16:00
Seminar/Proseminar: Explainable AI for Data Science

Lecturers:
Prof. Dr.-Ing. Grégoire Montavon

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

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