2 papers
math.OC2025
From Local Updates to Global Balance: A Framework for Distributed Matrix Scaling
Giacomo Aletti, Giovanni Naldi
This paper investigates matrix scaling processes in the context of local normalization algorithms and their convergence behavior. Starting from the classical Sinkhorn algorithm, th…
stat.ME2024
Maximum Likelihood Estimation under the Emax Model: Existence, Geometry and Efficiency
Giacomo Aletti, Nancy Flournoy, Caterina May +1
This study focuses on the estimation of the Emax dose-response model, a widely utilized framework in clinical trials, agriculture, and environmental experiments. Existing challenge…