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Causal Discovery on Discrete Data via Weighted Normalized Wasserstein Distance 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: 35, 期号: 4, 页码: 4911-4923
作者:  Wei, Yi;  Li, Xiaofei;  Lin, Lihui;  Zhu, Dengming;  Li, Qingyong
收藏  |  浏览/下载:1/0  |  提交时间:2024/12/06
Asymmetry  causal discovery  discrete additive noise model (ANM)  weighted normalized Wasserstein distance  
Nonlinear Causal Discovery for High-Dimensional Deterministic Data 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:  Zeng, Yan;  Hao, Zhifeng;  Cai, Ruichu;  Xie, Feng;  Huang, Libo;  Shimizu, Shohei
收藏  |  浏览/下载:34/0  |  提交时间:2022/06/21
Integrated circuit modeling  Data models  Linearity  Kernel  Learning systems  Hilbert space  Covariance matrices  Causal ordering  deterministic relations  high-dimensional data  nonlinear causal discovery