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Bernhard Schölkopf | Researchclopedia

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Bernhard Schölkopf

1,459

Works

144,905

Citations

140

h-index

556

i10-index

Research Topics

Neural Networks and Applications Bayesian Modeling and Causal Inference Face and Expression Recognition

Affiliations

Karlsruhe Institute of Technology2023–2023

Canadian Institute for Advanced Research2023–2023

University of Southern California2007–2007

Australian National University1998–2001

AT&T (United States)1996–1996

Top Works

A tutorial on support vector regression

Alex Smola,Bernhard Schölkopf

200412,714 citations

Machine Learning and Algorithms

Machine Learning and Data Classification

Learning with Kernels

Bernhard Schölkopf,Alexander J. Smola

20019,481 citations

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

Bernhard Schölkopf,Alexander J. Smola,et al.

19988,021 citations

Support vector machines

Marti A. Hearst,Susan Dumais,et al.

19986,771 citations

Estimating the Support of a High-Dimensional Distribution

Bernhard Schölkopf,John Platt,et al.

20015,822 citations

Advances in kernel methods: support vector learning

Bernhard Schölkopf,Christopher J. C. Burges,et al.

19995,815 citations

Learning with Local and Global Consistency

Dengyong Zhou,Olivier Bousquet,et al.

20033,734 citations

An introduction to kernel-based learning algorithms

K. Müller,Mika Sirén,et al.

20013,479 citations

New Support Vector Algorithms

Bernhard Schölkopf,Alex Smola,et al.

20002,793 citations