4366 search results - page 28 / 874 » Learning and Smoothed Analysis |
112
Voted
ICCS
2005
Springer
15 years 9 months ago
2005
Springer
This study proposes a novel forecasting approach – an adaptive smoothing neural network (ASNN) – to predict foreign exchange rates. In this new model, adaptive smoothing techni...
116
Voted
COLT
2004
Springer
15 years 9 months ago
2004
Springer
Abstract. We study two boosting algorithms, Coordinate Ascent Boosting and Approximate Coordinate Ascent Boosting, which are explicitly designed to produce maximum margins. To deri...
129
Voted
ICRA
2008
IEEE
15 years 10 months ago
2008
IEEE
— Pose estimation of outdoor robots presents some distinct challenges due to the various uncertainties in the robot sensing and action. In particular, global positioning sensors ...
137
Voted
NIPS
2003
15 years 4 months ago
2003
We consider the general problem of learning from labeled and unlabeled data, which is often called semi-supervised learning or transductive inference. A principled approach to sem...
108
Voted
ICPR
2006
IEEE
16 years 4 months ago
2006
IEEE
A new method for noise reduction using spatiotemporal smoothing is presented in this paper. The method is developed especially for reducing the noise that arises when acquiring vi...