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F. Pérez-Cruz

33 papers hereh-index 356.6k citations165 works total

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

author position
  • first author2
  • middle author9
  • last author21

Across the 32 of 33 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • stat.ML8
  • cs.IT5
  • cs.CR4
  • cs.CV2
  • cs.SD1
same name
  • F. Pérez-Cruz — 6 papers, h 10

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20102023
most citedDeep Models Under the GAN: Information Leakage from Collaborative Deep Learning

219 citations · 734 across the 29 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

3 papers · 2 filters

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★ 4 cited

Unsupervised Extraction of Phenotypes from Cancer Clinical Notes for Association Studies

Stefan G. Stark, Stephanie L. Hyland, Melanie F. Pradier +5

The recent adoption of Electronic Health Records (EHRs) by health care providers has introduced an important source of data that provides detailed and highly specific insights into…

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.