3240 search results - page 12 / 648 » Pre-aggregation with probability distributions |
151
Voted
ICIP
2000
IEEE
16 years 5 months ago
2000
IEEE
In this paper, we presentan approach to clustering images for efficient retrieval using relative entropy. We start with the assumption that visual features are represented by prob...
116
Voted
ICIP
2000
IEEE
16 years 5 months ago
2000
IEEE
We formulate a model for probability distributions on image spaces. We show that any distribution of images can be factored exactly into conditional distributions of feature vecto...
90
Voted
PRL
2007
15 years 3 months ago
2007
Current approaches for the prediction of functional relations from gene expression data often do not have a clear methodology for extracting features and are not accompanied by a ...
132
Voted
IPL
2008
15 years 3 months ago
2008
In order to generate a universal probability distribution to extrapolate a binary string x of length i, we feed random bits into a universal device, M. When we find an input strin...
146
Voted
JMLR
2010
14 years 10 months ago
2010
A Hilbert space embedding for probability measures has recently been proposed, with applications including dimensionality reduction, homogeneity testing, and independence testing....