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Soufiane Hayou

Johns Hopkins University

21 papers hereh-index 151.3k citations39 works total

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

author position
  • sole author5
  • first author8
  • middle author4
  • last author3

Across the 20 of 21 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • stat.ML8
  • cs.AI1
  • cs.CL1
  • cs.NE1
  • math.PR1
affiliations
  • Johns Hopkins University
Homepage
same name
  • Soufiane Hayou — 3 papers, h 2

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
20172026
most citedOn the Impact of the Activation Function on Deep Neural Networks Training

68 citations · 74 across the 15 of their papers we have counts for

collaborators
Showing math.STShow all

1 paper · 1 filter

math.ST2017

Cleaning the correlation matrix with a denoising autoencoder

Soufiane Hayou

In this paper, we use an adjusted autoencoder to estimate the true eigenvalues of the population correlation matrix from the sample correlation matrix when the number of samples is…

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