1 code implementation • NeurIPS 2021 • Lihao Yin, Ganggang Xu, Huiyan Sang, Yongtao Guan
Structured point process data harvested from various platforms poses new challenges to the machine learning community.
no code implementations • 3 Dec 2020 • Kristian Bjørn Hessellund, Ganggang Xu, Yongtao Guan, Rasmus Waagepetersen
We assume a semi-parametric model for the multivariate intensity function containing an unspecified complex factor common to all types of points.
Model Selection Methodology
no code implementations • 7 Apr 2020 • Biao Cai, Jingfei Zhang, Yongtao Guan
We estimate the latent network structure using an efficient sparse least squares estimation approach.