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
Elementwise Adaptive Random Search for High-Dimensional Constrained Continuous Global Optimization
Pierre Bertrand, Pierre Jean-Claude Robert Bertrand, Michel Broniatowski +1
We propose a new stochastic method for high-dimensional constrained continuous global optimization without convexity assumptions. The algorithm combines global exploration and loca…
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…