Artificial Intelligence, Technology, Conference, Iclr 2020, Neural Networks.
of interests often fall into the category of discriminative problems, like classification problems. However, discriminative models provide point prediction without any information of uncertainty, which leaves the robustness of the model difficult or even impossible to estimate. Generative models,