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researcher

Alexander Roman

18 papers hereh-index 7155 citations19 works total

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

author position
  • first author3
  • middle author12
  • last author3

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

fields
  • astro-ph.EP6
  • hep-ph6
  • quant-ph4
  • cs.LG1
  • hep-th1
same name
  • Alexander Roman — 4 papers, h 2
  • Alexander Roman — 2 papers, h 2

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
20202026
most citedUncertainties associated with GAN-generated datasets in high energy physics

9 citations · 28 across the 17 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023

Oracle-Preserving Latent Flows

Alexander Roman, Roy T. Forestano, Konstantin T. Matchev +2

We develop a deep learning methodology for the simultaneous discovery of multiple nontrivial continuous symmetries across an entire labelled dataset. The symmetry transformations a…

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