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researcher

Volker Roth

17 papers hereh-index 232.2k citations70 works total

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

author position
  • first author1
  • middle author5
  • last author10

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • stat.ML4
  • cs.CV2
  • stat.ME2
  • math.NA1
  • q-bio.BM1
same name
  • Volker Roth — 6 papers, h 5
  • Volker Roth — 5 papers, h 38
  • Volker Roth — 4 papers, h 1
  • Volker Roth — 1 paper, h 4

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
20122020
most cited3DMolNet: A Generative Network for Molecular Structures

25 citations · 110 across the 15 of their papers we have counts for

collaborators
Showing 2016 · stat.MLShow all

1 paper · 2 filters

stat.ML2016★ 5 cited

Causal Compression

Aleksander Wieczorek, Volker Roth

We propose a new method of discovering causal relationships in temporal data based on the notion of causal compression. To this end, we adopt the Pearlian graph setting and the dir…

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