Parameter Estimation in Gaussian Mixture Models with Malicious Noise, without Balanced Mixing Coefficients

Jing Xu, Jakub Marecek

We consider the problem of estimating means of two Gaussians in a 2-Gaussian mixture, which is not balanced and is corrupted by noise of an arbitrary distribution. We present a rob…