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G. Petrova

16 papers hereh-index 274.5k citations91 works total

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

author position
  • first author3
  • middle author7
  • last author6

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • math.NA10
  • cs.LG2
  • math.FA1
  • math.OC1
  • math.ST1
  • stat.ML1
same name
  • G. Petrova — 1 paper, h 5

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
20152026
most citedNonlinear Approximation and (Deep) ReLU Networks

102 citations · 104 across the 11 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2021

Neural Network Approximation of Refinable Functions

Ingrid Daubechies, Ronald DeVore, Nadav Dym +6

In the desire to quantify the success of neural networks in deep learning and other applications, there is a great interest in understanding which functions are efficiently approxi…

cs.LG2019★ 102 cited

Nonlinear Approximation and (Deep) ReLU Networks

I. Daubechies, R. DeVore, S. Foucart +2

This article is concerned with the approximation and expressive powers of deep neural networks. This is an active research area currently producing many interesting papers. The res…

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