Federico Baldo

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Domain Knowledge

Machine Learning

Differential Equations

Top Venues

Publications

Mattia Silvestri, Federico Baldo, Eleonora Misino, Michele Lombardi
An analysis of Universal Differential Equations for data-driven discovery of Ordinary Differential Equations. CoRR (2023)
Mattia Silvestri, Federico Baldo, Eleonora Misino, Michele Lombardi
An Analysis of Universal Differential Equations for Data-Driven Discovery of Ordinary Differential Equations. ICCS (4) (2023)
Federico Baldo, Michele Iannello, Michele Lombardi, Michela Milano
Informed Deep Learning for Epidemics Forecasting. PAIS@ECAI (2022)
Federico Baldo, Lorenzo Dall'Olio, Mattia Ceccarelli, Riccardo Scheda, Michele Lombardi, Andrea Borghesi, Stefano Diciotti, Michela Milano
Deep Learning for Virus-Spreading Forecasting: a Brief Survey. CoRR (2021)
Andrea Borghesi, Federico Baldo, Michela Milano
Improving Deep Learning Models via Constraint-Based Domain Knowledge: a Brief Survey. CoRR (2020)
Michele Lombardi, Federico Baldo, Andrea Borghesi, Michela Milano
An Analysis of Regularized Approaches for Constrained Machine Learning. TAILOR (2020)
Andrea Borghesi, Federico Baldo, Michele Lombardi, Michela Milano
Injective Domain Knowledge in Neural Networks for Transprecision Computing. CoRR (2020)
Andrea Borghesi, Federico Baldo, Michele Lombardi, Michela Milano
Injective Domain Knowledge in Neural Networks for Transprecision Computing. LOD (1) (2020)
Michele Lombardi, Federico Baldo, Andrea Borghesi, Michela Milano
An Analysis of Regularized Approaches for Constrained Machine Learning. CoRR (2020)
Ferdinando Fioretto, Pascal Van Hentenryck, Terrence W. K. Mak, Cuong Tran, Federico Baldo, Michele Lombardi
Lagrangian Duality for Constrained Deep Learning. ECML/PKDD (5) (2020)
Ferdinando Fioretto, Terrence W. K. Mak, Federico Baldo, Michele Lombardi, Pascal Van Hentenryck
A Lagrangian Dual Framework for Deep Neural Networks with Constraints. CoRR (2020)