Fast-DataShapley: Neural Modeling for Training Data Valuation.
Haifeng Sun|Yu Xiong|Runze Wu|Xinyu Cai|Changjie Fan|Lan Zhang|Xiang-Yang Li
| Anthology ID: | DBLP:conf/wsdm/0005X0CF0026 |
|---|---|
| Volume: | Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026 |
| Year: | 2026 |
| Venue: | Web Search and Data Mining (WSDM) |
| Publisher: | ACM |
| Pages: | 607-617 |
| URL: | https://doi.org/10.1145/3773966.3777937 |
| DOI: | https://doi.org/10.1145/3773966.3777937 |
| DBLP: | conf/wsdm/0005X0CF0026 |
| BibTeX: |
@inproceedings{sun-2026-fastdatashapley,
author = {Haifeng Sun and
Yu Xiong and
Runze Wu and
Xinyu Cai and
Changjie Fan and
Lan Zhang and
Xiang-Yang Li},
title = {{Fast-DataShapley: Neural Modeling for Training Data Valuation}},
booktitle = {{Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026}},
pages = {607--617},
publisher = {ACM},
year = {2026},
url = {https://doi.org/10.1145/3773966.3777937},
doi = {https://doi.org/10.1145/3773966.3777937}
}