2 papers
cs.LG2025
Sustainable Visions: Unsupervised Machine Learning Insights on Global Development Goals
Alberto GarcÃa-RodrÃguez, Matias Núñez, Miguel Robles Pérez +5
The 2030 Agenda for Sustainable Development of the United Nations outlines 17 goals for countries of the world to address global challenges in their development. However, the progr…
cs.LG2024
Statistical Analysis of the Impact of Quaternion Components in Convolutional Neural Networks
Gerardo Altamirano-Gómez, Carlos Gershenson
In recent years, several models using Quaternion-Valued Convolutional Neural Networks (QCNNs) for different problems have been proposed. Although the definition of the quaternion c…