WebSHAP: Towards Explaining Any Machine Learning Models Anywhere-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

WebSHAP: Towards Explaining Any Machine Learning Models Anywhere

Published:2023-04-30 Issue: Volume: Page:
ISSN:
Container-title:Companion Proceedings of the ACM Web Conference 2023
language:
Short-container-title:

Author:

Wang Zijie J.¹^ORCID,Chau Duen Horng¹^ORCID

Affiliation:

1. Georgia Institute of Technology, USA

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3543873.3587362

Reference28 articles.

1. 2018. Lending Club: Online Personal Loans at Great Rates. https://www.lendingclub.com/

2. Kjersti Aas, Martin Jullum, and Anders Løland. 2021. Explaining Individual Predictions When Features Are Dependent: More Accurate Approximations to Shapley Values. Artificial Intelligence 298 (2021).

3. Junjie Bai, Fang Lu, and Ke Zhang. 2019. ONNX: Open Neural Network Exchange.

4. Tianqi Chen and Carlos Guestrin. 2016. XGBoost: A Scalable Tree Boosting System. In KDD.

5. Ian Covert Scott M Lundberg and Su-In Lee. 2020. Understanding Global Feature Contributions with Additive Importance Measures. In Advances in Neural Information Processing Systems Vol. 33.

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. MeMemo: On-device Retrieval Augmentation for Private and Personalized Text Generation;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

2. QoEXplainer: Mediating Explainable Quality of Experience Models with Large Language Models;2024 16th International Conference on Quality of Multimedia Experience (QoMEX);2024-06-18

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370

www.globalauthorid.com

TOP