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researcher

Andreas Roth

2 papers here

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.SD1
ORCID 0000-0002-0515-7635
same name
  • Andreas Roth — 2 papers
  • Andreas Roth — 1 paper

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

most citedCurvature-based Pooling within Graph Neural Networks

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

collaborators

2 papers

cs.LG2023★ 2 cited

Curvature-based Pooling within Graph Neural Networks

Cedric Sanders, Andreas Roth, Thomas Liebig

Over-squashing and over-smoothing are two critical issues, that limit the capabilities of graph neural networks (GNNs). While over-smoothing eliminates the differences between node…

cs.SD2020

Medley2K: A Dataset of Medley Transitions

Lukas Faber, Sandro Luck, Damian Pascual +3

The automatic generation of medleys, i.e., musical pieces formed by different songs concatenated via smooth transitions, is not well studied in the current literature. To facilitat…

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