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researcher

I. Starshynov

12 papers hereh-index 8324 citations50 works total

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

author position
  • first author2
  • middle author10

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • physics.optics6
  • eess.IV3
  • cs.LG1
  • physics.med-ph1
  • quant-ph1
same name
  • I. Starshynov — 1 paper, h 1

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
20182025
most citedModel-free estimation of the Cramér-Rao bound for deep-learning microscopy in complex media

6 citations · 8 across the 7 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025★ 1 cited

Fisher information flow in artificial neural networks

Maximilian Weimar, Lukas M. Rachbauer, Ilya Starshynov +4

The estimation of continuous parameters from measured data plays a central role in many fields of physics. A key tool in understanding and improving such estimation processes is th…

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