THPs: Topological Hawkes Processes for Learning Causal Structure on Event Sequences

Author:

Cai Ruichu1ORCID,Wu Siyu2ORCID,Qiao Jie1ORCID,Hao Zhifeng3,Zhang Keli4ORCID,Zhang Xi5

Affiliation:

1. School of Computer Science, Guangdong University of Technology, Guangzhou 510006, China, and also with the Peng Cheng Laboratory, Shenzhen 518066, China.

2. School of Computer Science, Guangdong University of Technology, Guangzhou 510006, China.

3. College of Science, Shantou University, Shantou 515063, China.

4. Huawei Noah's Ark Laboratory, Huawei, Shenzhen 518116, China.

5. Huawei Carrier Network Business Group, Huawei, Shenzhen 518116, China.

Funder

National Key Research and Development Program of China

National Science Fund for Excellent Young Scholars

Natural Science Foundation of China

Major Key Project of Peng Cheng Laboratory PCL

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Computer Networks and Communications,Computer Science Applications,Software

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3. Causal Feature Selection in the Presence of Sample Selection Bias;ACM Transactions on Intelligent Systems and Technology;2023-08-11

4. On Real-time Failure Localization via Instance Correlation in Optical Transport Networks;2023 IFIP Networking Conference (IFIP Networking);2023-06-12

5. Local Independence Testing for Point Processes;IEEE Transactions on Neural Networks and Learning Systems;2023

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