2 citations · 4 across the 4 of their papers we have counts for
3 papers · 1 filter
Motives meet SymPy: studying -ring expressions in Python
Daniel Sanchez, David Alfaya, Jaime Pizarroso
We present a new Python package called "motives", a symbolic manipulation package based on SymPy capable of handling and simplifying motivic expressions in the Grothendieck ring of…
MonoKAN: Certified Monotonic Kolmogorov-Arnold Network
Alejandro Polo-Molina, David Alfaya, Jose Portela
Artificial Neural Networks (ANNs) have significantly advanced various fields by effectively recognizing patterns and solving complex problems. Despite these advancements, their int…
A mathematical certification for positivity conditions in Neural Networks with applications to partial monotonicity and Trustworthy AI
Alejandro Polo-Molina, David Alfaya, Jose Portela
Artificial Neural Networks (ANNs) have become a powerful tool for modeling complex relationships in large-scale datasets. However, their black-box nature poses trustworthiness chal…