1126 search results - page 5 / 226 » Forest Density Estimation |
NIPS
2001
13 years 7 months ago
2001
We suggest a nonparametric framework for unsupervised learning of projection models in terms of density estimation on quantized sample spaces. The objective is not to optimally re...
ACML
2009
Springer
14 years 11 days ago
2009
Springer
Many regression schemes deliver a point estimate only, but often it is useful or even essential to quantify the uncertainty inherent in a prediction. If a conditional density estim...
SDM
2010
SIAM
13 years 7 months ago
2010
SIAM
Methods for directly estimating the ratio of two probability density functions without going through density estimation have been actively explored recently since they can be used...
TOG
2010
13 years 13 days ago
2010
IEICET
2010
13 years 4 months ago
2010
Density ratio estimation has gathered a great deal of attention recently since it can be used for various data processing tasks. In this paper, we consider three methods of densit...