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CASIA OpenIR

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Towards Interpretable Defense Against Adversarial Attacks via Causal Inference 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 3, 页码: 209-226
作者:  Min Ren;  Yun-Long Wang;  Zhao-Feng He
Adobe PDF(5143Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/23
Adversarial sample  adversarial defense  causal inference  interpretable machine learning  transformers  
Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
作者:  Uichin Lee;  Gyuwon Jung;  Eun-Yeol Ma;  Jin San Kim;  Heepyung Kim;  Jumabek Alikhanov;  Youngtae Noh;  Heeyoung Kim
Adobe PDF(2887Kb)  |  收藏  |  浏览/下载：471/334  |  提交时间：2023/01/03
Causal inference  data-driven analytics framework  digital therapeutics (DTx)  mobile and wearable data  technical and behavioral engagement  
Exploring Exposure Bias in Recommender Systems from Causality Perspective 会议论文
, Hainan Island, China, 2021-12-06
作者:  Yang, Yi;  Li, Meng;  Hu, Xueyang;  Pan, Guoyang;  Huang, Weixing;  Wang, Jian;  Wang,Yun
Adobe PDF(523Kb)  |  收藏  |  浏览/下载：195/43  |  提交时间：2022/03/31
exposure bias  causal inference  implicit feedback  survey  causality  recommender system  
Identifying peer influence in online social networks using transfer entropy 会议论文
PAISI’13, in conjunction IJCAI’13, Beijing, China, 2013-8-3 ~ 2013-8-9
作者:  He, Saike;  Zheng, Xiaolong;  Zeng, Daniel;  Cui, Kainan;  Zhang, Zhu;  Luo, Chuan
浏览  |  Adobe PDF(474Kb)  |  收藏  |  浏览/下载：304/87  |  提交时间：2016/04/03
Transfer Entropy  Causal Inference  Peer Influence