216 search results - page 2 / 44 » Estimation of Mutual Information: A Survey |
JMLR
2010
13 years 3 days ago
2010
The goal of sufficient dimension reduction in supervised learning is to find the lowdimensional subspace of input features that is `sufficient' for predicting output values. ...
IDA
2009
Springer
13 years 12 months ago
2009
Springer
Abstract. Accurately evaluating statistical independence among random variables is a key component of Independent Component Analysis (ICA). In this paper, we employ a squared-loss ...
CORR
2011
Springer
13 years 9 days ago
2011
Springer
Let X be a non-negative random variable and let the conditional distribution of a random variable Y , given X, be Poisson(γ · X), for a parameter γ ≥ 0. We identify a natural...
CVPR
2006
IEEE
13 years 11 months ago
2006
IEEE
We present a new, robust and computationally efficient method for estimating the probability density of the intensity values in an image. Our approach makes use of a continuous r...
CORR
2007
Springer
13 years 5 months ago
2007
Springer
Questions of understanding and quantifying the representation and amount of information in organisms have become a central part of biological research, as they potentially hold th...