1864 search results - page 96 / 373 » Modeling Classification and Inference Learning |
107
Voted
CVPR
2010
IEEE
15 years 8 months ago
2010
IEEE
Multi-class classification schemes typically require human input in the form of precise category names or numbers for each example to be annotated – providing this can be impra...
PAMI
2008
15 years 18 days ago
2008
We address the issue of classifying complex data. We focus on three main sources of complexity, namely, the high dimensionality of the observed data, the dependencies between these...
89
Voted
COGSCI
2008
15 years 23 days ago
2008
We propose a new model of human concept learning that provides a rational analysis for learning of feature-based concepts. This model is built upon Bayesian inference for a gramma...
74
Voted
ACSW
2004
15 years 2 months ago
2004
In this paper, a `market trading' technique is integrated with the techniques of rule discovery and refinement for data mining. A classifier system-inspired model, the market...
115
Voted
ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
Deep Belief Networks (DBN's) are generative models that contain many layers of hidden variables. Efficient greedy algorithms for learning and approximate inference have allow...