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stat.ML2023
Restricted Tweedie Stochastic Block Models
Jie Jian, Mu Zhu, Peijun Sang
The stochastic block model (SBM) is a widely used framework for community detection in networks, where the network structure is typically represented by an adjacency matrix. Howeve…
stat.ME2023
A Bayesian Collocation Integral Method for Parameter Estimation in Ordinary Differential Equations
Mingwei Xu, Samuel W. K. Wong, Peijun Sang
Inferring the parameters of ordinary differential equations (ODEs) from noisy observations is an important problem in many scientific fields. Currently, most parameter estimation m…