Scholar
Ingo Steinwart
Google Scholar ID: zFuwHeAAAAAJ
University of Stuttgart
Statistical Learning Theory
Kernel Methods
Cluster Analysis
Support Vector Machines
Neural Networks
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Citations & Impact
All-time
Citations
13,152
H-index
41
i10-index
80
Publications
20
Co-authors
26
list available
Publications
4 items
Self-Regularized Learning Methods
2026
Cited
0
Nonparametric Instrumental Variable Regression with Observed Covariates
2025
Cited
0
Better by Default: Strong Pre-Tuned MLPs and Boosted Trees on Tabular Data
arXiv.org · 2024
Cited
4
Conditioning of Banach Space Valued Gaussian Random Variables: An Approximation Approach Based on Martingales
arXiv.org · 2024
Cited
2
Co-authors
12 total
Andreas Christmann
University of Bayreuth, Department of Mathematics
David Holzmüller
Postdoc, INRIA
Johannes Kästner
University of Stuttgart
Bharath Sriperumbudur
Pennsylvania State University
Johan Suykens
Professor, KU Leuven
James Theiler
Technical Staff Member, Los Alamos National Laboratory
Robert C. Williamson
University of Tübingen
Johanna Ziegel
Professor of Statistics, ETH Zurich
