“Pauca sed matura”

A collection of insights on mathematical research, data science, and computational methods. Here, I share findings from my work at AVISPA, explorations in mathematics, and key learnings from my academic journey.

Bridging Theory and Expert Judgment: Advances in Polarization Metrics and Their Empirical Correlations

This article explores recent experimental findings on polarization measures and their alignment with expert assessments. We analyze how measures from the literature adhere to Esteban and Ray’s axioms, highlighting both consistencies and deviations—along with a newly identified property by Professor Jesús. Additionally, we introduce an initial classification system ("low," "medium," "high") for interpreting polarization intensity across key measures.