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researcher

F. D. de França

17 papers hereh-index 8347 citations19 works total

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

author position
  • sole author4
  • first author4
  • middle author6
  • last author3

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.NE7
  • cs.AI1
  • cs.PL1
  • cs.SI1

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedA Greedy Search Tree Heuristic for Symbolic Regression

58 citations · 112 across the 17 of their papers we have counts for

collaborators
Showing 2024 · cs.NEShow all

2 papers · 2 filters

cs.NE2024★ 8 cited

The Inefficiency of Genetic Programming for Symbolic Regression

Gabriel Kronberger, Fabricio Olivetti de Franca, Harry Desmond +2

We analyse the search behaviour of genetic programming for symbolic regression in practically relevant but limited settings, allowing exhaustive enumeration of all solutions. This…

cs.NE2024★ 1 cited

Origami: (un)folding the abstraction of recursion schemes for program synthesis

Matheus Campos Fernandes, Fabricio Olivetti de Franca, Emilio Francesquini

Program synthesis with Genetic Programming searches for a correct program that satisfies the input specification, which is usually provided as input-output examples. One particular…

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