Admissible kernels for RKHS embedding of probability distributions
DOI10.1007/s00362-019-01144-5zbMath1477.60012OpenAlexW2987880850MaRDI QIDQ2065290
Thomas Hotz, Liangzhi Chen, Haizhang Zhang
Publication date: 7 January 2022
Published in: Statistical Papers (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s00362-019-01144-5
reproducing kernelsGaussian distributionsradially decreasing functionsRKHS embeddingtranslation-invariant kernels
Learning and adaptive systems in artificial intelligence (68T05) Probabilistic measure theory (60A10) Hilbert spaces with reproducing kernels (= (proper) functional Hilbert spaces, including de Branges-Rovnyak and other structured spaces) (46E22) Statistical aspects of information-theoretic topics (62B10)
Cites Work
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- Theory of statistical inference and information. Transl. from the Slovak by the author
- Reproducing kernel Banach spaces with the \(\ell^1\) norm
- Compactly supported positive definite radial functions
- Kernel dimension reduction in regression
- Stable laws of probability and completely monotone functions
- Metric spaces and completely monontone functions
- 10.1162/153244302760185252
- Universalities of reproducing kernels revisited
- Hilbert space embeddings and metrics on probability measures
- Lectures on Fourier Integrals. (AM-42)
- A theory for multiresolution signal decomposition: the wavelet representation
- A Hilbert Space Embedding for Distributions
- Integral Probability Metrics and Their Generating Classes of Functions
- Probability for Statisticians
- Analysis of multiresolution image denoising schemes using generalized Gaussian and complexity priors
- Real Analysis and Probability
- ON THE INCLUSION RELATION OF REPRODUCING KERNEL HILBERT SPACES
- Universality, Characteristic Kernels and RKHS Embedding of Measures
- Detectors for discrete-time signals in non-Gaussian noise
- Theory of Reproducing Kernels
- Scattered Data Approximation
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