JMLR
2010
13 years 6 months ago
2010
A Hilbert space embedding for probability measures has recently been proposed, with applications including dimensionality reduction, homogeneity testing, and independence testing....
JAT
2006
13 years 11 months ago
2006
A new iterative method for finding the projection onto the intersection of two closed convex sets in a Hilbert space is presented. It is a Haugazeau-like modification of a recentl...
ADCM
2006
13 years 11 months ago
2006
This paper investigates the approximation of multivariate functions from data via linear combinations of translates of a positive definite kernel from a reproducing kernel Hilbert...
AUTOMATICA
2008
13 years 11 months ago
2008
Periodic smoothing splines appear for example as generators of closed, planar curves, and in this paper they are constructed using a controlled two point boundary value problem in...
APPROX
2010
Springer
13 years 11 months ago
2010
Springer
We show that for every n-dimensional lattice L the torus Rn /L can be embedded with distortion O(n
NIPS
2001
14 years 25 days ago
2001
We propose a novel clustering method that is an extension of ideas inherent to scale-space clustering and support-vector clustering. Like the latter, it associates every data poin...
IMAGING
2001
14 years 25 days ago
2001
The physical properties of color are usually described by their spectra, eigenvector expansions or low-dimensional descriptors such as RGB or CIE-Lab. In the first part of the pap...