Alejandro Rosales Pérez
Evolutionary Machine Learning: Trends and Challenges
Resumen: Machine learning and evolutionary computation are two leading fields in artificial intelligence, with applications in several real-world problems. Although these two areas have different aims, they have been combined to enhance the learning or search capabilities. This talk aims at providing an overview of the interaction of evolutionary algorithms for machine learning. The interaction is categorized into data pre-processing, parameter optimization, hyper-parameter optimization, ensemble learning, and clustering. This talk will include a brief discussion about current challenges and possible future research paths.