nhật Hồ

Theoretical guarantees for EM under misspecified Gaussian mixture models

Recent years have witnessed substantial progress in understanding the behavior of EM for mixture models that are correctly specified. Given that model misspecification is common in practice, it is important to understand EM in this more general setting. We provide non-asymptotic guarantees…