CAUSE: Learning Granger Causality from Event Sequences using Attribution Methods

18 February 2020

Papers citing "CAUSE: Learning Granger Causality from Event Sequences using Attribution Methods"

8 / 8 papers shown

Title
Hawkes Processes with Delayed Granger Causality Chao Yang Hengyuan Miao Shuang Li 81 0 0 11 Aug 2023
Reinforcement Logic Rule Learning for Temporal Point Processes Chao Yang Lu Wang Kun Gao Shuang Li AI4TS 26 0 0 11 Aug 2023
Granger Causal Chain Discovery for Sepsis-Associated Derangements via Continuous-Time Hawkes Processes S. Wei Yao Xie C. Josef Rishikesan Kamaleswaran 104 10 0 09 Sep 2022
Transformer Embeddings of Irregularly Spaced Events and Their Participants Chenghao Yang Hongyuan Mei Jason Eisner AI4TS 104 60 0 31 Dec 2021
Counterfactual Temporal Point Processes Kimia Noorbakhsh Manuel Gomez Rodriguez 87 22 0 15 Nov 2021
THP: Topological Hawkes Processes for Learning Causal Structure on Event Sequences Ruichu Cai Siyu Wu Jie Qiao Zijian Li Keli Zhang Xi Zhang 95 25 0 23 May 2021
Visual Causality Analysis of Event Sequence Data Zhuochen Jin Shunan Guo Nan Chen Daniel Weiskopf David Gotz Nan Cao CML 62 44 0 01 Sep 2020
Survey on Visual Analysis of Event Sequence Data Yi Guo Shunan Guo Zhuochen Jin Smiti Kaul David Gotz Nan Cao AI4TS 73 106 0 25 Jun 2020