61 search results - page 4 / 13 » Theoretical Analysis of Density Ratio Estimation |
ML
2012
ACM
12 years 1 months ago
2012
ACM
The ratio of two probability densities can be used for solving various machine learning tasks such as covariate shift adaptation (importance sampling), outlier detection (likeliho...
ICASSP
2011
IEEE
2011
IEEE
Analysis of the security of linear blinding techniques from an information theoretical point of view
12 years 10 months ago
We propose a novel model to characterize the security of linear blinding techniques. The proposed model relates the security of blinding to the possibility of estimating the blind...
VMV
2001
13 years 7 months ago
2001
In this paper, we present a theoretical analysis of the error with three basic Monte Carlo radiosity algorithms, based on continuous collision shooting random walks, discrete coll...
JMLR
2006
13 years 6 months ago
2006
Dimensionality reduction is an important pre-processing step in many applications. Linear discriminant analysis (LDA) is a classical statistical approach for supervised dimensiona...
ISBI
2004
IEEE
14 years 6 months ago
2004
IEEE
This paper presents a Bayesian framework for generating inverse-consistent inter-subject large deformation transformations between two multi-modal image sets of the brain. In this...