scientific article

zbMath1360.62134arXiv1405.5505MaRDI QIDQ2810842

Bernhard Schölkopf, Arthur Gretton, Kenji Fukumizu, Krikamol Muandet, Bharath K. Sriperumbudur

Publication date: 6 June 2016

Full work available at URL: https://arxiv.org/abs/1405.5505

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

Tikhonov regularizationkernel methodsshrinkage estimatorscovariance operatorStein effectJames-Stein estimatorskernel mean

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Ridge regression; shrinkage estimators (Lasso) (62J07) Nonparametric estimation (62G05) Hilbert spaces with reproducing kernels (= (proper) functional Hilbert spaces, including de Branges-Rovnyak and other structured spaces) (46E22)

Related Items (11)

Unnamed Item ⋮ Higher Order Difference Operators and Associated Relative Reproducing Kernel Hilbert Spaces ⋮ Stochastics and dynamics of fractals ⋮ Metric duality between positive definite kernels and boundary processes ⋮ Unnamed Item ⋮ Additive regression with Hilbertian responses ⋮ Reproducing kernels and choices of associated feature spaces, in the form of \(L^2\)-spaces ⋮ Estimations of singular functions of kernel cross-covariance operators ⋮ Computing functions of random variables via reproducing kernel Hilbert space representations ⋮ Minimax Estimation of Kernel Mean Embeddings ⋮ Realizations and factorizations of positive definite kernels

This page was built for publication: