Concepedia

Ingo Steinwart

IS

Statistics

Publications

56

Citations

3.8K

H-Index

32

Active since

2000

Affiliations

Los Alamos National Laboratory(Current)

University of Stuttgart

Vrije Universiteit Brussel

University of Bayreuth

Ingo Steinwart is an author at Los Alamos National Laboratory specializing in machine learning, computing, and computer science.

ORCID

Publications per year

2000–2024

56

Publications

56

Fast rates for support vector machines using Gaussian kernels

Ingo Steinwart, Clint Scovel · The Annals of Statistics · 2007 · 266 citations · Full text

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An Explicit Description of the Reproducing Kernel Hilbert Spaces of Gaussian RBF Kernels

Ingo Steinwart, D. Hush, Clint Scovel · IEEE Transactions on Information Theory · 2006 · 251 citations

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A Classification Framework for Anomaly Detection

Ingo Steinwart, Don Hush, Clint Scovel · 2005 · 244 citations

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Sparseness of support vector machines

Ingo Steinwart · 2003 · 228 citations

, , +11

Consistency of Support Vector Machines and Other Regularized Kernel Classifiers

Ingo Steinwart · IEEE Transactions on Information Theory · 2005 · 227 citations

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