Guided-LIME: Structured Sampling based Hybrid Approach towards Explaining Blackbox Machine Learning Models.
Amit Sangroya|Mouli Rastogi|C. Anantaram|Lovekesh Vig
| Anthology ID: | DBLP:conf/cikm/SangroyaRAV20 |
|---|---|
| Volume: | Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Galway, Ireland, October 19-23, 2020. |
| Year: | 2020 |
| Venue: | International Conference on Information and Knowledge Management (CIKM) |
| Publisher: | CEUR-WS.org |
| URL: | https://ceur-ws.org/Vol-2699/paper01.pdf |
| DBLP: | conf/cikm/SangroyaRAV20 |
| BibTeX: |
@inproceedings{sangroya-2020-guidedlime,
author = {Amit Sangroya and
Mouli Rastogi and
C. Anantaram and
Lovekesh Vig},
editor = {Stefan Conrad and
Ilaria Tiddi},
title = {{Guided-LIME: Structured Sampling based Hybrid Approach towards Explaining Blackbox Machine Learning Models}},
booktitle = {{Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), Galway, Ireland, October 19-23, 2020}},
series = {CEUR Workshop Proceedings},
volume = {2699},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2699/paper01.pdf}
}