An Explicit Construction Of A Reproducing Gaussian Kernel Hilbert Space

By Jianwu Xu, Puskal P. Pokharel, Kyu-Hwa Jeong, José Carlos Príncipe. 2006

19 citations recorded by the source corpus.

Subfields: Artificial Intelligence

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Nati Srebro
2. Andrew Cotter
3. Nishant A. Mehta
4. Alexander G. Gray
5. Joseph Keshet
6. Peter Richtárik
7. Martin Takác
8. Ohad Shamir

Citations in the corpus

• Generative and Latent Mean Map Kernels (2010, background): “6], empirically yielding low error for low order truncations [29].”
• Explicit Approximations of the Gaussian Kernel (2011, methodology): “Xu et al. [2004] also proposed the use of the Taylor expansion to explicitly approximate the Hilbert space induced by the Gaussian kernel, but presented neither experiments nor a quantitative discussion of the approximation.”