ECML PKDD 2024

The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) is a flagship European event for the Machine Learning and Data Mining community which will take place between September 9th and 13th in Vilnius, Lithuania. The conference features peer-reviewed research presentations, talks from industry leaders, workshops, tutorials, poster sessions, and various tracks including applied data science, industry, and PhD forums. Lamarr scientists are organizing two workshops at the event.

Workshop TempXAI

The full-day workshop at ECML PKDD 2024, titled “TempXAI: Explainable AI for Time Series and Data Streams Tutorial-Workshop” aims to address the intersection of explainable AI (XAI) and the challenges of interpreting time series and data streams. Key objectives include: understanding how to interpret Machine Learning models in evolving data environments; ensuring model interpretability remains effective as data changes over time; and applying XAI to real-time contexts for interpretable and timely decision-making.

Lamarr’s researchers Matthias Jakobs and Dr. Amal Saadallah (both TU Dortmund University), Lamarr’s Fellow Prof. Dr. Barbara Hammer (Bielefeld University) and Lamarr’s Principal Investigator for Trustworthy AI, Prof. Dr. Emmanuel Müller, are all contributing into the organization of the workshop.

Workshop Quantum Machine Learning

The workshop and tutorial “Quantum Machine Learning” (QML) focuses on the latest developments in QML, emphasizing the balance between innovation and theoretical rigor. Alternatives to Quantum Neural Networks (QNNs) and hybrid methods, the strengths and limitations of QML, along with theoretical contributions will all be discussed by participants in interactive sessions.

Lamarr’s researchers Dr. Nico Piatkowski (Fraunhofer IAIS), Sascha Mücke (TU Dortmund University) and Prof. Dr. Christian Bauckhage, Lamarr’s director at the Fraunhofer IAIS site are all contributing into the organization of the workshop.

Call for papers!

Both of the workshops have an open call for papers until June 21st. Find out more about the tackled related topics on the respective workshop pages.

Information on the exact date, time and location of both workshops will come.

Details

Date

9. - 13. September 2024

9:00 - 17:00

Location

Vilnius, Lithuania

Categories

Business, Science
Lamarr Events School - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

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