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researcher

Pablo Morala

3 papers hereh-index 253 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedTowards a mathematical framework to inform Neural Network modelling via Polynomial Regression

39 citations · 52 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2024★ 1 cited

nn2poly: An R Package for Converting Neural Networks into Interpretable Polynomials

Pablo Morala, Jenny Alexandra Cifuentes, Rosa E. Lillo +1

The nn2poly package provides the implementation in R of the NN2Poly method to explain and interpret feed-forward neural networks by means of polynomial representations that predict…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.