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researcher

K. Bunte

12 papers hereh-index 191.4k citations90 works total

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

author position
  • first author1
  • middle author4
  • last author7

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

fields
  • cs.LG5
  • astro-ph.IM2
  • eess.SY2
  • astro-ph.GA1
  • cs.IT1
  • physics.med-ph1
same name
  • K. Bunte — 5 papers, h 3
  • K. Bunte — 1 paper, h 9

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
20152026
most citedSparse group factor analysis for biclustering of multiple data sources

43 citations · 113 across the 10 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 5 cited

LAAT: Locally Aligned Ant Technique for discovering multiple faint low dimensional structures of varying density

Abolfazl Taghribi, Kerstin Bunte, Rory Smith +4

Dimensionality reduction and clustering are often used as preliminary steps for many complex machine learning tasks. The presence of noise and outliers can deteriorate the performa…

cs.LG2020

Visualisation and knowledge discovery from interpretable models

Sreejita Ghosh, Peter Tino, Kerstin Bunte

Increasing number of sectors which affect human lives, are using Machine Learning (ML) tools. Hence the need for understanding their working mechanism and evaluating their fairness…

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