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researcher

G. Petrova

18 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 author8
  • last author7

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • math.NA10
  • cs.LG3
  • math.AP1
  • math.FA1
  • math.OC1
  • math.ST1
same name
  • G. Petrova — 2 papers, 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 · 105 across the 14 of their papers we have counts for

collaborators
Showing 2021 · cs.LGShow all

1 paper · 2 filters

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…

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