1547 search results - page 141 / 310 » Randomized Variable Elimination |
168
click to vote
ICCV
2009
IEEE
15 years 24 days ago
2009
IEEE
In this paper, we propose a unified graphical-model framework to interpret a scene composed of multiple objects in monocular video sequences. Using a single pairwise Markov random...
134
click to vote
FUIN
2010
14 years 10 months ago
2010
Machine learning methods are often used to classify objects described by hundreds of attributes; in many applications of this kind a great fraction of attributes may be totally irr...
125
click to vote
INFOCOM
2011
IEEE
14 years 6 months ago
2011
IEEE
Abstract—Traffic monitoring and estimation of flow parameters in high speed routers have recently become challenging as the Internet grew in both scale and complexity. In this ...
173
click to vote
PR
2011
14 years 5 months ago
2011
In this paper, we describe an approach for the automatic medical annotation task of the 2008 CLEF cross-language image retrieval campaign (ImageCLEF). The data comprise 12076 full...
150
click to vote
JMLR
2012
13 years 5 months ago
2012
We present the first PAC bounds for learning parameters of Conditional Random Fields [12] with general structures over discrete and real-valued variables. Our bounds apply to com...