نتایج جستجو برای: reproducing kernel hilbert spacerkhs

تعداد نتایج: 82790  

2008
Jayanta K. Ghosh H. van Zanten

We review definitions and properties of reproducing kernel Hilbert spaces attached to Gaussian variables and processes, with a view to applications in nonparametric Bayesian statistics using Gaussian priors. The rate of contraction of posterior distributions based on Gaussian priors can be described through a concentration function that is expressed in the reproducing Hilbert space. Absolute co...

Journal: :Pattern Recognition 2007
Akira Tanaka Hideyuki Imai Mineichi Kudo Masaaki Miyakoshi

Kernel machines are widely considered to be powerful tools in various fields of information science. By using a kernel, an unknown target is represented by a function that belongs to a reproducing kernel Hilbert space (RKHS) corresponding to the kernel. The application area is widened by enlarging the RKHS such that it includes a wide class of functions. In this study, we demonstrate a method t...

Journal: :Bulletin des Sciences Mathématiques 2020

Journal: :Linear Algebra and its Applications 2007

Journal: :Complex Analysis and Operator Theory 2009

Journal: :Foundations and Trends® in Signal Processing 2015

Journal: :Journal of Mathematical Analysis and Applications 1974

Journal: :Journal of Computational and Applied Mathematics 2011

نمودار تعداد نتایج جستجو در هر سال

با کلیک روی نمودار نتایج را به سال انتشار فیلتر کنید