Bayesian Sparse Gaussian Mixture Model in High Dimensions

Dapeng Yao, Fangzheng Xie, Yanxun Xu

We study the sparse high-dimensional Gaussian mixture model when the number of clusters is allowed to grow with the sample size. A minimax lower bound for parameter estimation is e…