424 search results - page 32 / 85 » Boosted sampling: approximation algorithms for stochastic op... |
153
Voted
PAMI
2012
13 years 5 months ago
2012
—We propose an efficient and robust solution for image set classification. A joint representation of an image set is proposed which includes the image samples of the set and thei...
149
Voted
ICRA
2008
IEEE
15 years 10 months ago
2008
IEEE
— The lack of a parameterized observation model in robot localization using occupancy grids requires the application of sampling-based methods, or particle filters. This work ad...
124
Voted
JMLR
2010
14 years 10 months ago
2010
Selecting conveniently the proposal kernel and the adjustment multiplier weights of the auxiliary particle filter may increase significantly the accuracy and computational efficie...
134
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
We consider distributed algorithms to optimize random access multihop wireless networks in the presence of fading. Since the associated optimization problem is neither convex nor ...
124
Voted
SDM
2010
SIAM
15 years 4 months ago
2010
SIAM
Many approaches to active learning involve periodically training one classifier and choosing data points with the lowest confidence. An alternative approach is to periodically cho...