Robust Classification using Hidden Markov Models and Mixtures of Normalizing Flows

Anubhab Ghosh, Antoine Honoré, Dong Liu +2

We test the robustness of a maximum-likelihood (ML) based classifier where sequential data as observation is corrupted by noise. The hypothesis is that a generative model, that com…