Mattia Silvestri

12 papers B 3Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning.
J. Artif. Intell. Res.
Mattia Silvestri, Senne Berden, Gaetano Signorelli, Ali Irfan Mahmutogullari, Jayanta Mandi, Brandon Amos, Tias Guns, Michele Lombardi
2024 J jnl
UNIFY: A unified policy designing framework for solving integrated Constrained Optimization and Machine Learning problems.
Knowl. Based Syst.
Mattia Silvestri, Allegra De Filippo, Michele Lombardi, Michela Milano
2023 B conf
Altered grid-like coding in early blind people during imagined navigation.
CogSci
Federica Sigismondi, Yangwen Xu, Mattia Silvestri, Roberto Bottini
2023 — conf
An Analysis of Universal Differential Equations for Data-Driven Discovery of Ordinary Differential Equations.
ICCS (4)
Mattia Silvestri, Federico Baldo, Eleonora Misino, Michele Lombardi
2023 J jnl
An analysis of Universal Differential Equations for data-driven discovery of Ordinary Differential Equations.
CoRR
Mattia Silvestri, Federico Baldo, Eleonora Misino, Michele Lombardi
2023 J jnl
Score Function Gradient Estimation to Widen the Applicability of Decision-Focused Learning.
CoRR
Mattia Silvestri, Senne Berden, Jayanta Mandi, Ali Irfan Mahmutogullari, Maxime Mulamba, Allegra De Filippo, Tias Guns, Michele Lombardi
2022 B conf
Hybrid Offline/Online Optimization for Energy Management via Reinforcement Learning.
CPAIOR
Mattia Silvestri, Allegra De Filippo, Federico Ruggeri, Michele Lombardi
2022 — conf
Supervised Anomaly Detection in Crude Oil Stabilization.
PAIS@ECAI
Mattia Silvestri, Michele Lombardi, Emiliano Mucchi, Luca Cadei, Giovanna Magnago, Marco Piantanida, Valentina D'Ottavio, Nguyen Van Tu, Simona Duma, Silvia Taddei, Annagiulia Tiozzo, Andrea Corneo, Lorenzo Lancia, Laura Rocchi, Pietro Coffari di Gilferraro
2022 J jnl
UNIFY: a Unified Policy Designing Framework for Solving Constrained Optimization Problems with Machine Learning.
CoRR
Mattia Silvestri, Allegra De Filippo, Michele Lombardi, Michela Milano
2021 B conf
Injecting Domain Knowledge in Neural Networks: A Controlled Experiment on a Constrained Problem.
CPAIOR
Mattia Silvestri, Michele Lombardi, Michela Milano
2020 J jnl
Injecting Domain Knowledge in Neural Networks: a Controlled Experiment on a Constrained Problem.
CoRR
Mattia Silvestri, Michele Lombardi, Michela Milano
2020 — conf
Injecting domain knowledge in neural networks: a controlled experiment on a constrained problem.
NeHuAI@ECAI
Mattia Silvestri, Michele Lombardi, Michela Milano