3 papers
cs.CR2026
JASPER: Special Session on Joint Reliability And Security Assessment of SPlit Computing for Edge Robustness
Enrico Magliano, Giuseppe Esposito, Amir Hossein Shahdadian +13
Split Computing (SC) enables efficient deployment of Deep Neural Networks (DNNs) by partitioning inference between edge devices and cloud servers. However, intermediate feature rep…
stat.ME2025
Regularized Reduced Rank Regression for mixed predictor and response variables
Lorenza Cotugno, Mark de Rooij, Roberta Siciliano
In this paper, we introduce the Generalized Mixed Regularized Reduced Rank Regression model (GMR4), an extension of the GMR3 model designed to improve performance in high-dimension…
stat.ME2024
Reduced Rank Regression for Mixed Predictor and Response Variables
Mark de Rooij, Lorenza Cotugno, Roberta Siciliano
In this paper, we propose the generalized mixed reduced rank regression method, GMR for short. GMR is a regression method for a mix of numeric, binary, and ordinal response…