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researcher

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 2022 · stat.MLShow all

1 paper · 2 filters

stat.ML2022

Optimization of Annealed Importance Sampling Hyperparameters

Shirin Goshtasbpour, Fernando Perez-Cruz

Annealed Importance Sampling (AIS) is a popular algorithm used to estimates the intractable marginal likelihood of deep generative models. Although AIS is guaranteed to provide unb…

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