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Generative Parameter Sampler For Scalable Uncertainty Quantification

Jun 02, 2019
Minsuk Shin, Young Lee, Jun S. Liu

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Simulation and Calibration of a Fully Bayesian Marked Multidimensional Hawkes Process with Dissimilar Decays

Mar 13, 2018
Kar Wai Lim, Young Lee, Leif Hanlen, Hongbiao Zhao

* In Proceedings of the 6th Asian Conference on Machine Learning (ACML), pp. 238-253. 2016 
* 24 pages, long version of ACML paper with supplementary material 

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Variational Inference for Gaussian Process with Panel Count Data

Mar 12, 2018
Hongyi Ding, Young Lee, Issei Sato, Masashi Sugiyama

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A Tutorial on Hawkes Processes for Events in Social Media

Oct 09, 2017
Marian-Andrei Rizoiu, Young Lee, Swapnil Mishra, Lexing Xie

* Some typos corrected and references added 

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Hawkes Processes with Stochastic Excitations

Sep 22, 2016
Young Lee, Kar Wai Lim, Cheng Soon Ong

* Proceedings of The 33rd International Conference on Machine Learning (ICML), pp. 79-88. JMLR. 2016 
* Copy of ICML paper 

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