1364 search results - page 194 / 273 » Sampling Methods for Unsupervised Learning |
154
click to vote
WWW
2004
ACM
16 years 3 months ago
2004
ACM
The overwhelming success of the Web as a mechanism for facilitating information retrieval and for conducting business transactions has led to an increase in the deployment of comp...
108
click to vote
IJCNN
2007
IEEE
15 years 8 months ago
2007
IEEE
— Although AdaBoost has achieved great success, it still suffers from following problems: (1) the training process could be unmanageable when the number of features is extremely ...
111
click to vote
ML
2002
ACM
15 years 2 months ago
2002
ACM
For two-class datasets, we provide a method for estimating the generalization error of a bag using out-of-bag estimates. In bagging, each predictor (single hypothesis) is learned ...
101
click to vote
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
We introduce a mixture of probabilistic canonical correlation analyzers model for analyzing local correlations, or more generally mutual statistical dependencies, in cooccurring d...
144
Voted
JMLR
2010
14 years 9 months ago
2010
The FastInf C++ library is designed to perform memory and time efficient approximate inference in large-scale discrete undirected graphical models. The focus of the library is pro...