Gianluca Peri

Spectral Higher-Order Neural Networks Have Sharp Expressivity Bounds

Gianluca Peri, Diego Febbe, Duccio Fanelli

Neural hypergraphs are a natural generalization of neural networks, the reference models in modern machine learning. Yet, their deployment has proven demanding: the number of weighted hyperedges required leads to an intractable parameter explosion. However, a novel parametrizatio…Read more