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Robert Peharz

31 papers hereh-index 262.4k citations69 works total

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

author position
  • sole author1
  • first author4
  • middle author17
  • last author8

Across the 30 of 31 papers where every author was matched, so the position is known.

fields
  • cs.LG22
  • stat.ML5
  • cs.AI4
same name
  • Robert Peharz — 1 paper, h 0

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
20122026
most citedSPFlow: An Easy and Extensible Library for Deep Probabilistic Learning using Sum-Product Networks

32 citations · 172 across the 28 of their papers we have counts for

collaborators
Showing 2016Show all

1 paper · 1 filter

cs.AI2016

On the Latent Variable Interpretation in Sum-Product Networks

Robert Peharz, Robert Gens, Franz Pernkopf +1

One of the central themes in Sum-Product networks (SPNs) is the interpretation of sum nodes as marginalized latent variables (LVs). This interpretation yields an increased syntacti…

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