Generative vs. Discriminative modeling under the lens of uncertainty quantification

Elouan Argouarc'h, François Desbouvries, Eric Barat +1

Learning a parametric model from a given dataset indeed enables to capture intrinsic dependencies between random variables via a parametric conditional probability distribution and…