Trenta, Alessandro

4 publications

TMLR 2026 Learning and Transferring Physical Models Through Derivatives Alessandro Trenta, Andrea Cossu, Davide Bacciu

ICLR 2025 Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks Simon Heilig, Alessio Gravina, Alessandro Trenta, Claudio Gallicchio, Davide Bacciu

NeurIPS 2025 SONAR: Long-Range Graph Propagation Through Information Waves Alessandro Trenta, Alessio Gravina, Davide Bacciu

ICLRW 2024 MultiSTOP: Solving Functional Equations with Reinforcement Learning Alessandro Trenta, Davide Bacciu, Andrea Cossu, Pietro Ferrero