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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 2011Show all

1 paper · 1 filter

math.ST2011★ 227 cited

Estimating conditional quantiles with the help of the pinball loss

Ingo Steinwart, Andreas Christmann

The so-called pinball loss for estimating conditional quantiles is a well-known tool in both statistics and machine learning. So far, however, only little work has been done to qua…

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