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Hawkes Processes on Graphons


Feb 04, 2021
Hongteng Xu, Dixin Luo, Hongyuan Zha


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Learning Graphons via Structured Gromov-Wasserstein Barycenters


Dec 17, 2020
Hongteng Xu, Dixin Luo, Lawrence Carin, Hongyuan Zha

* AAAI 2021 

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Hierarchical Optimal Transport for Robust Multi-View Learning


Jun 08, 2020
Dixin Luo, Hongteng Xu, Lawrence Carin


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Learning Autoencoders with Relational Regularization


Feb 27, 2020
Hongteng Xu, Dixin Luo, Ricardo Henao, Svati Shah, Lawrence Carin


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Fused Gromov-Wasserstein Alignment for Hawkes Processes


Oct 04, 2019
Dixin Luo, Hongteng Xu, Lawrence Carin

* The workshop on learning with temporal point processes in NeurIPS 2019 (WTPP19) 

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Adversarial Self-Paced Learning for Mixture Models of Hawkes Processes


Jun 20, 2019
Dixin Luo, Hongteng Xu, Lawrence Carin


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Interpretable ICD Code Embeddings with Self- and Mutual-Attention Mechanisms


Jun 13, 2019
Dixin Luo, Hongteng Xu, Lawrence Carin


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Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching


May 22, 2019
Hongteng Xu, Dixin Luo, Lawrence Carin


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Gromov-Wasserstein Learning for Graph Matching and Node Embedding


Jan 17, 2019
Hongteng Xu, Dixin Luo, Hongyuan Zha, Lawrence Carin


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Benefits from Superposed Hawkes Processes


Feb 14, 2018
Hongteng Xu, Dixin Luo, Xu Chen, Lawrence Carin

* AISTATS 2018 

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Learning Hawkes Processes from Short Doubly-Censored Event Sequences


Jun 07, 2017
Hongteng Xu, Dixin Luo, Hongyuan Zha


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