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TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences.
Yuequn Liu
Ruichu Cai
Wei Chen
Jie Qiao
Yuguang Yan
Zijian Li
Keli Zhang
Zhifeng Hao
Published in:
AAAI (2024)
Keyphrases
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causal structure
autoregressive
prior knowledge
experimental data
random fields
probabilistic model
hybrid model
learning process
np hard
higher order
event sequences
reinforcement learning
domain specific
causal models