Fangzheng Xie
- Bayesian Repulsive Gaussian Mixture Model
2017/03/27 by Fangzheng Xie, Xie, Fangzheng, Yanxun Xu +1 · 5 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Census and Population Estimation #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
- Adaptive Bayesian nonparametric regression using kernel mixture of polynomials with application to partial linear model
2017/10/22 by Fangzheng Xie, Yanxun Xu, Xie, Fangzheng +1 · 2 citations
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
- Optimal Bayesian Estimation for Random Dot Product Graphs
2019/04/26 by Fangzheng Xie, Xie, Fangzheng, Yanxun Xu +1 · 1 citation
Computer Science · Physics and Astronomy · Social Sciences · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #FOS: Mathematics #Human Mobility and Location-Based Analysis #Methodology (stat.ME) #Statistics Theory (math.ST)
- Efficient Estimation for Random Dot Product Graphs via a One-Step Procedure
2019/10/10 by Fangzheng Xie, Yanxun Xu, Xie, Fangzheng +1 · 2 citations
Physics and Astronomy · Mathematics · Computer Science · #Complex Network Analysis Techniques #Random Matrices and Applications #Bayesian Methods and Mixture Models
- Entrywise limit theorems of eigenvectors for signal-plus-noise matrix models with weak signals
2021/06/17 by Fangzheng Xie, Xie, Fangzheng · 1 citation
Mathematics · Computer Science · #Random Matrices and Applications #Markov Chains and Monte Carlo Methods #Blind Source Separation Techniques