ITL-LIME: Instance-Based Transfer Learning for Enhancing Local Explanations in Low-Resource Data Settings.

Rehan Raza|Guanjin Wang|Kok Wai Wong|Hamid Laga|Marco Fisichella


Anthology ID:DBLP:conf/cikm/RazaWWLF25
Volume:Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
Year:2025
Venue:International Conference on Information and Knowledge Management (CIKM)
Publisher:ACM
Pages:2482-2492
URL:https://doi.org/10.1145/3746252.3761183
DOI:https://doi.org/10.1145/3746252.3761183
DBLP:conf/cikm/RazaWWLF25
BibTeX:
@inproceedings{raza-2025-itllime, author = {Rehan Raza and Guanjin Wang and Kok Wai Wong and Hamid Laga and Marco Fisichella}, 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 = {{ITL-LIME: Instance-Based Transfer Learning for Enhancing Local Explanations in Low-Resource Data Settings}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {2482--2492}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761183}, doi = {https://doi.org/10.1145/3746252.3761183} }