Data Valuation in Machine Learning: "Ingredients", Strategies, and Open Challenges

Rachael Hwee Ling Sim, Xinyi Xu, Bryan Kian Hsiang Low. Data Valuation in Machine Learning: "Ingredients", Strategies, and Open Challenges. In Luc De Raedt, editor, Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022. pages 5607-5614, ijcai.org, 2022. [doi]

@inproceedings{SimXL22,
  title = {Data Valuation in Machine Learning: "Ingredients", Strategies, and Open Challenges},
  author = {Rachael Hwee Ling Sim and Xinyi Xu and Bryan Kian Hsiang Low},
  year = {2022},
  doi = {10.24963/ijcai.2022/782},
  url = {https://doi.org/10.24963/ijcai.2022/782},
  researchr = {https://researchr.org/publication/SimXL22},
  cites = {0},
  citedby = {0},
  pages = {5607-5614},
  booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, IJCAI 2022, Vienna, Austria, 23-29 July 2022},
  editor = {Luc De Raedt},
  publisher = {ijcai.org},
}