3 papers
math.ST2025
Divergence and Model Adequacy, A Semiparametric Case Study
Michel Broniatowski, Justin Moutsouka
Adequacy for estimation between an inferential method and a model can be de{\ldots}ned through two main requirements: {\ldots}rstly the inferential tool should de{\ldots}ne a well…
physics.data-an2025
Hybrid Random Concentrated Optimization Without Convexity Assumption
Pierre Bertrand, Michel Broniatowski, Wolfgang Stummer
We propose a new random method to minimize deterministic continuous functions over subsets of high-dimensional space without assuming convexity. Our pr…
cs.IT2024
A precise bare simulation approach to the minimization of some distances. II. Further Foundations
Michel Broniatowski, Wolfgang Stummer
The constrained minimization (respectively maximization) of directed distances and of related generalized entropies is a fundamental task in information theory as well as in the ad…