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Alberto Torres-Barr'an

3 papers hereh-index 341 citations3 works total

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

author position
  • first author1
  • middle author2

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

fields
  • stat.ML2
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20192021
most citedTuna-AI: tuna biomass estimation with Machine Learning models trained on oceanography and echosounder FAD data

15 citations · 19 across the 2 of their papers we have counts for

collaborators

3 papers

stat.ML2021★ 15 cited

Tuna-AI: tuna biomass estimation with Machine Learning models trained on oceanography and echosounder FAD data

Daniel Precioso, Manuel Navarro-García, Kathryn Gavira-O'Neill +4

Echo-sounder data registered by buoys attached to drifting FADs provide a very valuable source of information on populations of tuna and their behaviour. This value increases whent…

math.OC2020

Faster SVM Training via Conjugate SMO

Alberto Torres-Barrán, Carlos Alaíz, José R. Dorronsoro

We propose an improved version of the SMO algorithm for training classification and regression SVMs, based on a Conjugate Descent procedure. This new approach only involves a modes…

stat.ML2019★ 4 cited

Assessing Supply Chain Cyber Risks

Alberto Redondo, Alberto Torres-Barrán, David Ríos Insua +1

Risk assessment is a major challenge for supply chain managers, as it potentially affects business factors such as service costs, supplier competition and customer expectations. Th…

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