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researcher

Vladimir Vutov

4 papers hereh-index 312 citations7 works total

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

author position
  • first author2
  • middle author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • stat.ME2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20212023
most citedSupervised topological data analysis for MALDI mass spectrometry imaging applications

7 citations · 8 across the 4 of their papers we have counts for

collaborators
Showing stat.MLShow all

2 papers · 1 filter

stat.ML2023

Integrating Transformations in Probabilistic Circuits

Tom Schierenbeck, Vladimir Vutov, Thorsten Dickhaus +1

This study addresses the predictive limitation of probabilistic circuits and introduces transformations as a remedy to overcome it. We demonstrate this limitation in robotic scenar…

stat.ML2023★ 7 cited

Supervised topological data analysis for MALDI mass spectrometry imaging applications

Gideon Klaila, Vladimir Vutov, Anastasios Stefanou

Background: Matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI MSI) displays significant potential for applications in cancer research, especially in tumo…

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