Posts

  • Oct 10, 2024 ‐ Our research group has been covered in an interview on the #ai_berlin website..
  • Jun 1, 2024 ‐ We will be present at the upcoming VLDB conference in China with several contributions: .
  • Jun 1, 2024 ‐ At the upcoming SIGMOD conference in Chile, Till will present our paper on SchemaPile: A Large Collection of Relational Database Schemas. SchemaPile is a corpus of more than 200 thousand database schemas, which we envision to be a great resource for ML models dealing with structured data, e.g., in data integration tasks. Furthermore, Stefan will present his initial ideas on Interactively Improving ML Data Preparation Code via ‘Shadow Pipelines’ at the DEEM workshop..
  • May 12, 2024 ‐ Barrie and Zeyu will present two papers at the International Conference on Data Engineering (ICDE) in Utrecht. Barrie will discuss how to choose cost-efficient deployment options for neural recommendation models in e-commerce, while Zeyu will present initial ideas for zero-shot entity matching..
  • May 6, 2024 ‐ The ‘DataScope’ paper on debugging ML pipelines via Shapley importance will be presented at the International Conference on Learning Representations (ICLR) in Vienna. This work was driven by Bojan Karlaš from Harvard and Ce Zhang from the University of Chicago..
  • Oct 18, 2023 ‐ Prof. Schelter joins the newly formed Journal of Data-centric Machine Learning Research (DMLR) as an Action Editor..