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Ingo Steinwart

University of Stuttgart

39 papers hereh-index 3814.5k citations109 works total

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

author position
  • sole author6
  • first author10
  • middle author5
  • last author17

Across the 38 of 39 papers where every author was matched, so the position is known.

fields
  • stat.ML14
  • math.ST9
  • math.FA4
  • stat.ME4
  • cs.LG3
  • math.PR2
affiliations
  • University of Stuttgart
Homepage
same name
  • Ingo Steinwart — 6 papers, h 7
  • Ingo Steinwart — 5 papers, h 4
  • Ingo Steinwart — 4 papers, h 2

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
20062022
most citedFast rates for support vector machines using Gaussian kernels

267 citations · 813 across the 34 of their papers we have counts for

collaborators
Showing 2015 · stat.MLShow all

1 paper · 2 filters

stat.ML2015★ 6 cited

Towards an Axiomatic Approach to Hierarchical Clustering of Measures

Philipp Thomann, Ingo Steinwart, Nico Schmid

We propose some axioms for hierarchical clustering of probability measures and investigate their ramifications. The basic idea is to let the user stipulate the clusters for some el…

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