[2nd CFP] Data Centric Machine Learning Workshop at ICML 2024

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Fatimah Z

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May 23, 2024, 10:44:17 AM5/23/24
to IEEE Data Science and Advanced Analytics

5th Data Centric Machine Learning (DMLR) workshop @ ICML 24' with the theme "Datasets for Foundation Models".

We welcome all submissions related to datasets and data-centric research exploring foundation models.

The submission deadline has been extended until May 30, 2024

Topics include but not limited to:

  • Data sources for large-scale datasets:
  • Construction of datasets from large quantities of unlabeled/uncurated data
  • Model-assisted dataset construction
  • Quality signals for large-scale datasets
  • Datasets for evaluation
  • Datasets for specific applications.
  • Impact of dataset drifts in large-scale models
  • Ethical considerations for and governance of large-scale datasets
  • Data curation and HCI
  • Submissions to benchmarks such as DataPerfDynaBench, and DataComp


For more details on the CFP, please visit 
https://dmlr.ai/

For questions reach us at our Discord channel: 
https://discord.gg/jYk3FNfYqG

DMLR workshop Organizers Team

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