1421 search results - page 172 / 285 » Resampling methods for input modeling |
148
Voted
JAIR
1998
15 years 3 months ago
1998
This paper presents a general and efficient framework for probabilistic inference and learning from arbitrary uncertain information. It exploits the calculation properties of fini...
148
Voted
JMLR
2010
14 years 10 months ago
2010
We address an approximation method for Gaussian process (GP) regression, where we approximate covariance by a block matrix such that diagonal blocks are calculated exactly while o...
139
Voted
JMLR
2011
14 years 10 months ago
2011
A multitask learning framework is developed for discriminative classification and regression where multiple large-margin linear classifiers are estimated for different predictio...
133
Voted
ICCV
1999
IEEE
16 years 5 months ago
1999
IEEE
Given video footage of a person's face, we present new techniques to automatically recover the face position and the facial expression from each frame in the video sequence. ...
133
Voted
SPIN
2000
Springer
15 years 7 months ago
2000
Springer
Research on how to reason about correctness properties of software systems using model checking is advancing rapidly. Work on exnite-state models from program source code and on ab...