1860 search results - page 277 / 372 » Boosting Methods for Regression |
130
click to vote
JMLR
2010
14 years 10 months ago
2010
Methods based on 1-relaxation, such as basis pursuit and the Lasso, are very popular for sparse regression in high dimensions. The conditions for success of these methods are now ...
147
click to vote
INFOCOM
2012
IEEE
13 years 5 months ago
2012
IEEE
—Target counting in sensor-based surveillance systems is an interesting task that potentially could have many important applications in practice. In such a system, each sensor ou...
127
click to vote
ICIP
2008
IEEE
16 years 5 months ago
2008
IEEE
In this paper, we improve the performance of intra prediction and simplify mode decision procedure at the same time. For these works, we apply a statistical learning method such a...
136
Voted
ICIP
2008
IEEE
16 years 5 months ago
2008
IEEE
This paper proposes a data driven image segmentation algorithm, based on decomposing the target output (ground truth). Classical pixel labeling methods utilize machine learning al...
111
click to vote
ICML
2009
IEEE
16 years 4 months ago
2009
IEEE
We propose a method that detects the true direction of time series, by fitting an autoregressive moving average model to the data. Whenever the noise is independent of the previou...