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Ingo Steinwart

5 papers hereh-index 4118 citations9 works total

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

author position
  • middle author1
  • last author4

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • stat.ML3
  • math.FA2
same name
  • Ingo Steinwart — 39 papers, h 38
  • Ingo Steinwart — 6 papers, h 7
  • 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
20152026
most citedOptimal Learning Rates for Localized SVMs

5 citations · 5 across the 5 of their papers we have counts for

collaborators
Showing math.FAShow all

2 papers · 1 filter

math.FA2025

Spectral representations of interpolation spaces of reproducing kernel Hilbert spaces

Michael Bitzer, Ingo Steinwart

In statistical learning theory, interpolation spaces of the form [L2,H]θ,r​, where H is a reproducing kernel Hilbert space, are in widespread use. So far, however,…

math.FA2023

Which Spaces can be Embedded in Reproducing Kernel Hilbert Spaces?

Max Schölpple, Ingo Steinwart

Given a Banach space E consisting of functions, we ask whether there exists a reproducing kernel Hilbert space H with bounded kernel such that E⊂H. More generally, we…

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