17 search results - page 1 / 4 » Explaining Away in Weight Space |
79
Voted
NIPS
2000
15 years 1 months ago
2000
Explaining away has mostly been considered in terms of inference of states in belief networks. We show how it can also arise in a Bayesian context in inference about the weights g...
91
Voted
ICCV
1999
IEEE
16 years 2 months ago
1999
IEEE
This paper examines the problem of reconstructing a voxelized representation of 3D space from a series of images. An iterative algorithm is used to find the scene model which join...
115
Voted
EXACT
2009
14 years 10 months ago
2009
This paper provides a study of the theoretical properties of Most Relevant Explanation (MRE) [12]. The study shows that MRE defines an implicit soft relevance measure that enables ...
97
Voted
ICML
2006
IEEE
16 years 1 months ago
2006
IEEE
RELIEF is considered one of the most successful algorithms for assessing the quality of features. In this paper, we propose a set of new feature weighting algorithms that perform s...
112
Voted
AIR
2005
15 years 16 days ago
2005
Term-weighting schemes are vital to the performance of Information Retrieval models that use term frequency characteristics to determine the relevance of a document. The vector spa...