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THPs: Topological Hawkes Processes for Learning Causal Structure on Event Sequences.
Ruichu Cai
Siyu Wu
Jie Qiao
Zhifeng Hao
Keli Zhang
Xi Zhang
Published in:
IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
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causal structure
learning algorithm
learning process
active learning
event sequences
reinforcement learning
prior knowledge
causal discovery
pattern discovery
temporal constraints
causal relationships
causal bayesian networks