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researcher

Volker Roth

12 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
  • middle author4
  • last author7

Across the 11 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • cs.CV2
  • stat.ML2
  • q-bio.BM1
  • stat.ME1
same name
  • Volker Roth — 3 papers, h 38
  • Volker Roth — 2 papers, h 5
  • Volker Roth — 2 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
20152020
most citedOn the Difference Between the Information Bottleneck and the Deep Information Bottleneck

10 citations · 11 across the 2 of their papers we have counts for

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2018

Estimating Causal Effects With Partial Covariates For Clinical Interpretability

Sonali Parbhoo, Mario Wieser, Volker Roth

Estimating the causal effects of an intervention in the presence of confounding is a frequently occurring problem in applications such as medicine. The task is challenging since th…

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