Cardinality-Regularized Hawkes-Granger Model

Cardinality-Regularized Hawkes-Granger Model

28 January 2025

Georgios Kollias

Papers citing "Cardinality-Regularized Hawkes-Granger Model"

9 / 9 papers shown

Title
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning Tieyuan Chen Huabin Liu Tianyao He Yihang Chen Chaofan Gan ... Cheng Zhong Yang Zhang Yingxue Wang Hui Lin Weiyao Lin VGen CML 35 5 0 26 Sep 2024
Learning Granger Causality from Instance-wise Self-attentive Hawkes Processes D. Wu Tsuyoshi Idé Aurélie C. Lozano Georgios Kollias Jivrí Navrátil Naoki Abe Yi-An Ma Rose Yu CML AI4TS 26 2 0 06 Feb 2024
Explainable History Distillation by Marked Temporal Point Process Sishun Liu Ke Deng Yan Wang Xiuzhen Zhang 28 0 0 13 Nov 2023
Granger Causal Inference in Multivariate Hawkes Processes by Minimum Message Length Katerina Hlaváčková-Schindler A. Melnykova I. Tubikanec 11 1 0 05 Sep 2023
Accelerating Cutting-Plane Algorithms via Reinforcement Learning Surrogates Kyle Mana Fernando Acero Stephen Mak Parisa Zehtabi Michael Cashmore Daniele Magazzeni Manuela Veloso 17 0 0 17 Jul 2023
Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences Jie Qiao Ruichu Cai Siyu Wu Yu Xiang Keli Zhang Z. Hao CML AI4TS 17 5 0 10 May 2023
Causal Discovery from Temporal Data: An Overview and New Perspectives Chang Gong Di Yao Chuzhe Zhang Wenbin Li Jingping Bi AI4TS CML 16 17 0 17 Mar 2023
Granger Causal Chain Discovery for Sepsis-Associated Derangements via Continuous-Time Hawkes Processes S. Wei Yao Xie C. Josef Rishikesan Kamaleswaran 49 9 0 09 Sep 2022
Causal Graph Discovery from Self and Mutually Exciting Time Series S. Wei Yao Xie C. Josef Rishikesan Kamaleswaran CML 25 2 0 04 Jun 2021