Federico Baldo

Deep Learning for Virus-Spreading Forecasting: a Brief Survey pdf

Stefano Diciotti, Michele Lombardi, Michela Milano, 2021, ArXiv.

Lagrangian Duality for Constrained Deep Learning

Michele Lombardi, Ferdinando Fioretto, Terrence WK Mak, 2020, ECML/PKDD.

An analysis of Universal Differential Equations for data-driven discovery of Ordinary Differential Equations

M. Lombardi, Federico Baldo, Eleonora Misino, 2023, 2306.10335.

Improving Deep Learning Models via Constraint-Based Domain Knowledge: a Brief Survey pdf

Andrea Borghesi, Michela Milano, Federico Baldo, 2020, ArXiv.

A Lagrangian Dual Framework for Deep Neural Networks with Constraints pdf

Michele Lombardi, Ferdinando Fioretto, Terrence WK Mak, 2020, ArXiv.

Injective Domain Knowledge in Neural Networks for Transprecision Computing

Andrea Borghesi, Michele Lombardi, Michela Milano, 2020, LOD.

Lagrangian Duality for Constrained Deep Learning

Terrence W.K. Mak, P. V. Hentenryck, Ferdinando Fioretto, 2020, ECML/PKDD.