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researcher

P. Olmos

39 papers hereh-index 181.7k citations103 works total

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

author position
  • first author6
  • middle author23
  • last author8

Across the 37 of 39 papers where every author was matched, so the position is known.

fields
  • cs.IT14
  • cs.LG10
  • stat.ML7
  • cs.CV3
  • eess.SP3
  • cs.CL1

identity via Semantic Scholar / OpenAlex

activity
20102025
most citedScalable Multi-Output Label Prediction: From Classifier Chains to Classifier Trellises

84 citations · 394 across the 35 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

3 papers · 2 filters

cs.LG2019★ 23 cited

Deep Sequential Models for Suicidal Ideation from Multiple Source Data

Ignacio Peis, Pablo M. Olmos, Constanza Vera-Varela +4

This article presents a novel method for predicting suicidal ideation from Electronic Health Records (EHR) and Ecological Momentary Assessment (EMA) data using deep sequential mode…

cs.LG2019★ 12 cited

Probabilistic Time of Arrival Localization

Fernando Perez-Cruz, Pablo M. Olmos, Michael Minyi Zhang +1

In this paper, we take a new approach for time of arrival geo-localization. We show that the main sources of error in metropolitan areas are due to environmental imperfections that…

cs.LG2019★ 1 cited

Out-of-Sample Testing for GANs

Pablo Sánchez-Martín, Pablo M. Olmos, Fernando Pérez-Cruz

We propose a new method to evaluate GANs, namely EvalGAN. EvalGAN relies on a test set to directly measure the reconstruction quality in the original sample space (no auxiliary net…

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