3 papers
math.AG2026
Neural Learning of Fast Matrix Multiplication Algorithms: A StrassenNet Approach
Paolo Andreini, Alessandra Bernardi, Monica Bianchini +4
Fast matrix multiplication can be described as searching for low-rank decompositions of the matrix--multiplication tensor. We design a neural architecture, \textsc{StrassenNet}, wh…
math.AG2025
Waring decompositions of special binomials
Luca Chiantini, Fulvio Gesmundo, Sara Marziali
We determine the Waring rank of homogeneous polynomials of the form where is a linear form. The result is based on the study of the Hilbert function…
math.AG2025
Product of Tensors and Description of Networks
Luca Chiantini, Giuseppe Alessio D'Inverno, Sara Marziali
Any kind of network can be naturally represented by a Directed Acyclic Graph (DAG); additionally, activation functions can determine the reaction of each node of the network with r…