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Ibai Roman

2 papers hereh-index 5129 citations12 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedEvolving Gaussian Process kernels from elementary mathematical expressions

2 citations · 2 across the 1 of their papers we have counts for

collaborators

2 papers

cs.LG2019★ 2 cited

Evolving Gaussian Process kernels from elementary mathematical expressions

Ibai Roman, Roberto Santana, Alexander Mendiburu +1

Choosing the most adequate kernel is crucial in many Machine Learning applications. Gaussian Process is a state-of-the-art technique for regression and classification that heavily…

cs.CL2019

Sentiment analysis with genetically evolved Gaussian kernels

Ibai Roman, Alexander Mendiburu, Roberto Santana +1

Sentiment analysis consists of evaluating opinions or statements from the analysis of text. Among the methods used to estimate the degree in which a text expresses a given sentimen…

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