Kernel principal component analysis for stochastic input model generation

A Global Geometric Framework for Nonlinear Dimensionality Reduction

Joshua B. Tenenbaum, Vin de Silva, John Langford · Science · 2000 · 13.7K citations

Computing, Computer Science, Neuroscience +14

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

Bernhard Schölkopf, Alexander J. Smola, Klaus‐Robert Müller · Neural Computation · 1998 · 8.1K citations

Computing, Computer Science, Computer Vision +14

The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations

Dongbin Xiu, George Em Karniadakis · SIAM Journal on Scientific Computing · 2002 · 4.7K citations

Natural Sciences, Computational Engineering, Mathematics +16

Remarks on a Multivariate Transformation

Murray Rosenblatt · The Annals of Mathematical Statistics · 1952 · 2.9K citations · Full text

Natural Sciences, Biostatistics, Measurement Invariance +4

Random Heterogeneous Materials: Microstructure and Macroscopic Properties

Applied Mechanics Reviews · 2002 · 1.9K citations · Full text

Natural Sciences, Materials Science, Physics +10