111 search results - page 12 / 23 » Perspectives on Sparse Bayesian Learning |
106
click to vote
CVPR
2004
IEEE
16 years 1 months ago
2004
IEEE
Many classes of images have the characteristics of sparse structuring of statistical dependency and the presence of conditional independencies among various groups of variables. S...
125
click to vote
CVPR
2008
IEEE
16 years 1 months ago
2008
IEEE
Graphical models such as Bayesian Networks (BNs) are being increasingly applied to various computer vision problems. One bottleneck in using BN is that learning the BN model param...
123
click to vote
ACCV
2006
Springer
15 years 1 months ago
2006
Springer
Abstract. We propose an algorithm for Sparse Bayesian Classification for multi-class problems using Automatic Relevance Determination(ARD). Unlike other approaches which treat mult...
UAI
1997
15 years 1 months ago
1997
This paper re-examines the problem of parameter estimation in Bayesian networks with missing values and hidden variables from the perspective of recent work in on-line learning [1...
130
click to vote
AGI
2011
14 years 3 months ago
2011
Inspired by a broader perspective viewing intelligent system dynamics in terms of the geometry of “cognitive spaces,” we conduct a preliminary investigation of the application ...