2 papers
cs.LG2026
In-Context Symbolic Regression for Robustness-Improved Kolmogorov-Arnold Networks
Francesco Sovrano, Lidia Losavio, Giulia Vilone +1
Symbolic regression aims to replace black-box predictors with concise analytical expressions that can be inspected and validated in scientific machine learning. Kolmogorov-Arnold N…
cs.AI2024
Aligning XAI with EU Regulations for Smart Biomedical Devices: A Methodology for Compliance Analysis
Francesco Sovrano, Michael Lognoul, Giulia Vilone
Significant investment and development have gone into integrating Artificial Intelligence (AI) in medical and healthcare applications, leading to advanced control systems in medica…