Call for Papers

All submitted contributions will be peer-reviewed and evaluated on the basis of the quality of submission, originality, and breath of interest. We especially welcome contributions on emerging topics that have the potential to encourage discussions. Industrial applications and position papers that present novel ideas, issues, challenges and directions are also welcome. Specifically we solicit the following two types of submissions (please indicate the type of your submission on the first page of the submission):

1. Research papers that report the results of new, recent, or ongoing research, emphasizing either on theory side or application side or both.
2. Challenge/Position papers that describe a vision for how incentives in ML should evolve as a field.

To foster and encourage a wide participation and discussion, there will be no formal workshop proceedings.

Format

For Research papers, we invite two formats of submissions:

1. No more than 8 pages double-column (ICML 2020 template) + references,
2. Abstracts with a link to a full archive paper (no format required).

For Challenge/Position papers, we encourage submissions within 3 pages limit (double-column ICML 2020 template) + references.

All accepted papers (posters, abstract, preliminary draft as authors prefer) will be posted on our website to the benefit of the participants to the workshop. Submissions of preliminary work, papers currently under review or in preparation for submission to other major venues in the field, and papers that have been accepted in relevant venues or published in the past year, are encouraged. Papers that appeared on arXiv, but haven’t been accepted for publication, are encouraged.

Topics of Interest

Submissions are invited, but not limited to, the following topics:

• The economic perspective of information elicitation
• Data markets and reputation systems for data elicitation
• Incentives in federated learning
• Information elicitation with human behavioral models
• Quality control of data collection
• Data cleaning techniques
• Applications (healthcare, law enforcement, urban planning, etc.)

Important dates

• Submission deadline: June 12, 2020.
• Notification of acceptance: June 26, 2020.

Submission Site

Use the following link to access the submission site: https://easychair.org/conferences/?conf=iml2020.