A short review on novel approaches for maximum clique problem: from classical algorithms to graph neural networks and quantum algorithms

R Marino, L Buffoni, B Zavalnij - arxiv preprint arxiv:2403.09742, 2024 - arxiv.org
This manuscript provides a comprehensive review of the Maximum Clique Problem, a
computational problem that involves finding subsets of vertices in a graph that are all …

Complex recurrent spectral network

L Chicchi, L Giambagli, L Buffoni, R Marino… - Chaos, Solitons & …, 2024 - Elsevier
This paper presents a novel approach to advancing artificial intelligence (AI) through the
development of the Complex Recurrent Spectral Network (ℂ-RSN), an innovative variant of …

Engineered ordinary differential equations as classification algorithm (eodeca): thorough characterization and testing

R Marino, L Buffoni, L Chicchi, L Giambagli… - arxiv preprint arxiv …, 2023 - arxiv.org
EODECA (Engineered Ordinary Differential Equations as Classification Algorithm) is a novel
approach at the intersection of machine learning and dynamical systems theory, presenting …