A tutorial on support vector regression
2004 · Statistics and Computing · 13K citations
https://doi.org/10.1023/b:stco.0000035301.49549.88
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Bernhard Schölkopf
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Bernhard Schölkopf is an academic researcher. The author has contributed to research in topics: Neural Networks and Applications & Bayesian Modeling and Causal Inference & Face and Expression Recognition. The author has an h-index of 140, co-authored 1241 publications.
ORCID: 0000-0002-8177-0925Papers by this author
worksLearning with Kernels
2001 · The MIT Press eBooks · 9,460 citations
https://doi.org/10.7551/mitpress/4175.001.0001
Support vector machines
1998 · IEEE Intelligent Systems and their Applications · 6,689 citations
https://doi.org/10.1109/5254.708428
Estimating the Support of a High-Dimensional Distribution
2001 · Neural Computation · 5,820 citations
https://doi.org/10.1162/089976601750264965
A kernel two-sample test
2012 · Journal of Machine Learning Research · 2,227 citations
https://doi.org/10.5555/2188385.2188410
A Kernel Method for the Two-Sample-Problem
2007 · The MIT Press eBooks · 1,899 citations
https://doi.org/10.7551/mitpress/7503.003.0069
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