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Volker Tresp

51 papers hereh-index 5915.8k citations274 works total

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

author position
  • first author7
  • middle author10
  • last author30

Across the 47 of 51 papers where every author was matched, so the position is known.

fields
  • cs.LG21
  • cs.CV11
  • cs.AI10
  • quant-ph3
  • cs.CY2
  • stat.ML2
same name
  • Volker Tresp — 78 papers, h 32
  • Volker Tresp — 25 papers, h 10
  • Volker Tresp — 15 papers, h 2
  • Volker Tresp — 14 papers, h 3
  • Volker Tresp — 6 papers
  • Volker Tresp — 2 papers, h 3

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
20122023
most citedA Review of Relational Machine Learning for Knowledge Graphs

1.7k citations · 2.4k across the 47 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 8 cited

Does Your Model Think Like an Engineer? Explainable AI for Bearing Fault Detection with Deep Learning

Thomas Decker, Michael Lebacher, Volker Tresp

Deep Learning has already been successfully applied to analyze industrial sensor data in a variety of relevant use cases. However, the opaque nature of many well-performing methods…

quant-ph2023

Differentiable Quantum Architecture Search for Quantum Reinforcement Learning

Yize Sun, Yunpu Ma, Volker Tresp

Differentiable quantum architecture search (DQAS) is a gradient-based framework to design quantum circuits automatically in the NISQ era. It was motivated by such as low fidelity o…

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