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Discovery Challenge

We welcome proposals for the Discovery Challenge of ECML PKDD 2024. Each year ECML PKDD hosts several challenges in order to promote research and evaluate machine learning approaches in real-world applications. The Discovery Challenge is open to academic and industrial institutions as well as to non-profit organizations. Each selected challenge will have a dedicated session in the conference to present the solutions, and will be invited to submit a paper to the ECML/PKDD workshop proceedings that describes the challenge and winning solutions.

Key Dates & Deadlines

Submission Site

Submission Deadline

April 1, 2024

Author Notification

April 8, 2024

*All deadlines expire on 23:59 AoE (UTC - 12)

Competition Time Frame

Start

April 15, 2024

End

June 17, 2024

Publish results

No later than 30 June 2024

Submit system descriptions

No later than 31 July 2024

VIEW OPTIONS

Proposal Submission

Paper format

Contact

Proposal Submission

The proposals should cover the end to end organization of a challenge. The proposal should be 2 to max 4 pages and should contain the following information:

 

  • Problem description: Why is the problem challenging and interesting? What is the real-world application and impact (research/societal, etc.)? Potential research impact?
  • Details on the exact tasks and the data (size, availability of meta data)
  • Privacy and ethical concerns and considerations related to the problem, tasks and data.
  • Evaluation: Describe how you will perform the evaluation. For example, what type of metrics you will use and how you will ensure a fair and rigid evaluation, are there just quantitative tasks or also qualitative etc.
  • Communication plan: How do you plan to communicate and market the challenge? How do you drive the volume submissions? How do you ensure the challenge is made accessible for a a wide variety of participants, so that everyone could attend? How do you plan to communicate the results?
    • Technical details:
    • The platform you will use to host the challenge, discussion areas, leaderboard.
    • Baselines and code for data accessing that you will provide to participants. Will these be shared through github?
  • Required and optional reporting requirements for the participants’ submissions, like for example, a report, code etc. ECML PKDD can offer facilities to upload papers (CMT).
  • Timeline for the challenge. Note that you should respect the overall time frame mentioned above.
  • Awards: The type of awards/prizes you will consider for the winning solutions.
  • Details of the organizers of the challenge (Short CVs, Contact Details).

 

Submission site: https://cmt3.research.microsoft.com/ECMLPKDD2024

 

Please submit your proposal as: Create new submission and select the track: Discovery Challenge.

Paper format

Discovery Challenge proposals must be written in English, are maximal 4 pages, and formatted according to the Springer LNCS guidelines. Author instructions, style files and a copyright form can be downloaded here. In case of questions, do not hesitate to contact the Discovery Challenge chairs (mail list below).

Contact

Please send your submission through CMT. For further questions and information please contact the Discovery Challenge chairs, Peter van der Putten (Leiden University & Pegasystems) and Jan van Rijn (Leiden University) through the following mailing list: ecml-pkdd-2024-discovery-challange-chairs@googlegroups.com