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researcher

T. Pevný

25 papers hereh-index 337.7k citations129 works total

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

author position
  • first author4
  • middle author10
  • last author11

Across the 25 of 25 papers where every author was matched, so the position is known.

fields
  • cs.LG16
  • cs.CR4
  • stat.ML3
  • math.OC2

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedApproximation capability of neural networks on spaces of probability measures and tree-structured domains

11 citations · 28 across the 15 of their papers we have counts for

collaborators
Showing math.OCShow all

2 papers · 1 filter

math.OC2018

Algorithms for solving optimization problems arising from deep neural net models: nonsmooth problems

Vyacheslav Kungurtsev, Tomas Pevny

Machine Learning models incorporating multiple layered learning networks have been seen to provide effective models for various classification problems. The resulting optimization…

math.OC2018

Algorithms for solving optimization problems arising from deep neural net models: smooth problems

Vyacheslav Kungurtsev, Tomas Pevny

Machine Learning models incorporating multiple layered learning networks have been seen to provide effective models for various classification problems. The resulting optimization…

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