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researcher

G. Petrova

2 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
  • last author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • math.OC1

identity via Semantic Scholar / OpenAlex

most citedNonlinear Approximation and (Deep) ReLU Networks

102 citations · 103 across the 2 of their papers we have counts for

collaborators

2 papers

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…

math.OC2015★ 1 cited

Rescaled Pure Greedy Algorithm for Convex Optimization

Zheming Gao, Guergana Petrova

We suggest a new greedy strategy for convex optimization in Banach spaces and prove its convergent rates under a suitable behavior of the modulus of uniform smoothness of the objec…

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