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David Alfaya

Orcid: 0000-0002-4247-1498

According to our database1, David Alfaya authored at least 6 papers between 2022 and 2026.

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

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
A Mathematical Certification for Positivity Conditions in Neural Networks With Applications to Partial Monotonicity and Trustworthy AI.
[BibTeX]
[DOI]
Alejandro Polo-Molina
,
David Alfaya
,
José Portela
IEEE Trans. Neural Networks Learn. Syst., February, 2026

MonoKAN: Certified monotonic Kolmogorov-Arnold network.
[BibTeX]
[DOI]
Alejandro Polo-Molina
,
David Alfaya
,
José Portela
Neural Networks, 2026

2025
Motives meet SymPy: studying λ-ring expressions in Python.
[BibTeX]
[DOI]
Daniel Sanchez
,
David Alfaya
,
Jaime Pizarroso
CoRR, January, 2025

Metric tools for sensitivity analysis with applications to neural networks.
[BibTeX]
[DOI]
Jaime Pizarroso
,
David Alfaya
,
José Portela
,
Antonio Muñoz
Appl. Soft Comput., 2025

2024
A Mathematical Certification for Positivity Conditions in Neural Networks with Applications to Partial Monotonicity and Ethical AI.
[BibTeX]
[DOI]
Alejandro Polo-Molina
,
David Alfaya
,
José Portela
CoRR, 2024

2022
Simplification of λ-ring expressions in the Grothendieck ring of Chow motives.
[BibTeX]
[DOI]
David Alfaya
Appl. Algebra Eng. Commun. Comput., 2022


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