Robust High Dimensional Expectation Maximization Algorithm via Trimmed Hard Thresholding

Di Wang, Xiangyu Guo, Shi Li +1

In this paper, we study the problem of estimating latent variable models with arbitrarily corrupted samples in high dimensional space ({\em i.e.,} $d\gg n$) where the underlying pa…