DeRDaVa: Deletion-Robust Data Valuation for Machine Learning

Xiao Tian, Rachael Hwee Ling Sim, Jue Fan, Bryan Kian Hsiang Low. DeRDaVa: Deletion-Robust Data Valuation for Machine Learning. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 15373-15381, AAAI Press, 2024. [doi]

@inproceedings{TianSFL24,
  title = {DeRDaVa: Deletion-Robust Data Valuation for Machine Learning},
  author = {Xiao Tian and Rachael Hwee Ling Sim and Jue Fan and Bryan Kian Hsiang Low},
  year = {2024},
  doi = {10.1609/aaai.v38i14.29462},
  url = {https://doi.org/10.1609/aaai.v38i14.29462},
  researchr = {https://researchr.org/publication/TianSFL24},
  cites = {0},
  citedby = {0},
  pages = {15373-15381},
  booktitle = {Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada},
  editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan},
  publisher = {AAAI Press},
}