Learning with Kernels
A comprehensive introduction to Support Vector Machines and related kernel methods. In the 1990s, a new type of learning algorithm was developed, based on results from statistic...
Publications
3 shownA Machine Learning Approach for Non-blind Image Deconvolution
Image deconvolution is the ill-posed problem of recovering a sharp image, given a blurry one generated by a convolution. In this work, we deal with space-invariant non-blind dec...
Comparing support vector machines with Gaussian kernels to radial basis function classifiers
The Support Vector (SV) machine is a novel type of learning machine, based on statistical learning theory, which contains polynomial classifiers, neural networks, and radial bas...
Frequent Co-Authors
Researcher Info
- h-index
- 3
- Publications
- 3
- Citations
- 11,079
- Institution
- Max Planck Institute for Biological Cybernetics
External Links
Identifiers
- ORCID
- 0000-0002-8177-0925
Impact Metrics
h-index
3
h-index: Number of publications with at least h citations each.