ProxySampler: Proxy Informativeness Estimation for Efficient Data Selection in Active Learning.

@inproceedings{song-2025-proxysampler, author = {Miao-Hui Song and Lan Zhang and Mu Yuan and Yijun Liu}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{ProxySampler: Proxy Informativeness Estimation for Efficient Data Selection in Active Learning}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {2729--2739}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761315}, doi = {https://doi.org/10.1145/3746252.3761315} }