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Individual Causal Structure Learning from Population Data
Learning the causal structure of each individual plays a crucial role in neuroscience, biology, and so on. Existing methods consider …
Wei Chen, Xiaokai Huang, Zijian Li, Ruichu Cai, Zhiyi Huang, Zhifeng Hao
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Multi-Scenario Pricing for Hotel Revenue Management
Dynamic pricing algorithms have been widely studied to manage hotel and platform revenue over online travel platforms (OTPs). For …
Wendong Xiao, Shuiqi Zhang, Zhiyi Huang, Yao Yu
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Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants
Causal discovery with latent variables is a crucial but challenging task. Despite the emergence of numerous methods aimed at addressing …
Wei Chen, Zhiyi Huang, Ruichu Cai, Zhifeng Hao, Kun Zhang
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Causal Discovery with Latent Confounders Based on Higher-Order Cumulants
Causal discovery with latent confounders is an important but challenging task in many scientific areas. Despite the success of some …
Ruichu Cai, Zhiyi Huang, Wei Chen, Zhifeng Hao, Kun Zhang
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Causal Alignment Based Fault Root Causes Localization for Wireless Network
Localizing fault root causes is challenging but critical for wireless network operation and maintenance. Though supervised methods have …
Yuequn Liu, Wenhui Zhu, Jie Qiao, Zhiyi Huang, Yu, Xiang, Xuanzhi Chen, Wei Chen, Ruichu Cai
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