1864 search results - page 151 / 373 » Modeling Classification and Inference Learning |
94
Voted
ICASSP
2011
IEEE
14 years 4 months ago
2011
IEEE
A dependent hierarchical beta process (dHBP) is developed as a prior for data that may be represented in terms of a sparse set of latent features (dictionary elements), with covar...
91
Voted
MICCAI
2009
Springer
16 years 2 months ago
2009
Springer
We study the problem of classifying mild Alzheimer's disease (AD) subjects from healthy individuals (controls) using multi-modal image data, to facilitate early identification...
119
click to vote
ECCV
2008
Springer
15 years 2 months ago
2008
Springer
We present a novel method for unsupervised classification, including the discovery of a new category and precise object and part localization. Given a set of unlabelled images, som...
95
Voted
ICDM
2009
IEEE
15 years 7 months ago
2009
IEEE
Although mixed-membership models have achieved great success in unsupervised learning, they have not been widely applied to classification problems. In this paper, we propose a f...
107
Voted
ACSW
2004
15 years 2 months ago
2004
The ability to distinguish between objects is the fundamental to learning and intelligent behavior in general. The difference between two things is the information we seek; the pr...