2 papers
cs.NE2026
Cooperative Coevolution versus Monolithic Evolutionary Search for Semi-Supervised Tabular Classification
Jamal Toutouh
This paper studies semi-supervised tabular classification in the extreme low-label regime using lightweight base learners. The paper proposes a cooperative coevolutionary method (C…
cs.NE2025
Multi-population GAN Training: Analyzing Co-Evolutionary Algorithms
Walter P. Casas, Jamal Toutouh
Generative adversarial networks (GANs) are powerful generative models but remain challenging to train due to pathologies suchas mode collapse and instability. Recent research has e…