Federico Baldo

According to our database1, Federico Baldo authored at least 10 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

2020
2021
2022
2023
2024
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1
2
3
4
5
6
1
1
2
1
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3
1

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Informed machine learning for epidemics: from data analysis to time-series forecasting.
PhD thesis, 2024

Discovering maximally consistent distribution of causal tournaments with Large Language Models.
CoRR, 2024

2023
An Analysis of Universal Differential Equations for Data-Driven Discovery of Ordinary Differential Equations.
Proceedings of the Computational Science - ICCS 2023, 2023

2022
Informed Deep Learning for Epidemics Forecasting.
Proceedings of the PAIS 2022, 2022

2021
Deep Learning for Virus-Spreading Forecasting: a Brief Survey.
CoRR, 2021

2020
Improving Deep Learning Models via Constraint-Based Domain Knowledge: a Brief Survey.
CoRR, 2020

A Lagrangian Dual Framework for Deep Neural Networks with Constraints.
CoRR, 2020

An Analysis of Regularized Approaches for Constrained Machine Learning.
Proceedings of the Trustworthy AI - Integrating Learning, Optimization and Reasoning, 2020

Lagrangian Duality for Constrained Deep Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Injective Domain Knowledge in Neural Networks for Transprecision Computing.
Proceedings of the Machine Learning, Optimization, and Data Science, 2020


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