2 papers
stat.ML2025
Classifier Weighted Mixture models
Elouan Argouarc'h, François Desbouvries, Eric Barat +2
This paper proposes an extension of standard mixture stochastic models, by replacing the constant mixture weights with functional weights defined using a classifier. Classifier Wei…
stat.ML2024
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…