2185 search results - page 217 / 437 » Active Learning with Statistical Models |
204
click to vote
ILP
1999
Springer
15 years 10 months ago
1999
Springer
Most real-world data is heterogeneous and richly interconnected. Examples include the Web, hypertext, bibliometric data and social networks. In contrast, most statistical learning...
151
click to vote
KDD
1998
ACM
15 years 10 months ago
1998
ACM
This paper explores unexpected results that lie at the intersection of two common themes in the KDD community: large datasets and the goal of building compact models. Experiments ...
196
click to vote
JMLR
2012
13 years 9 months ago
2012
The development of accurate models and efficient algorithms for the analysis of multivariate categorical data are important and longstanding problems in machine learning and compu...
170
click to vote
ISVC
2009
Springer
16 years 1 months ago
2009
Springer
Generative 3D Face Models are expressive models with applications in modelling and editing. They are learned from example faces, and offer a compact representation of the continuou...
163
click to vote
GECCO
2009
Springer
16 years 1 months ago
2009
Springer
We present a probabilistic formulation of UCS (a sUpervised Classifier System). UCS is shown to be a special case of mixture of experts where the experts are learned independentl...