1707 search results - page 223 / 342 » A Boosting Algorithm for Regression |
128
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We consider the problem of extracting informative exemplars from a data stream. Examples of this problem include exemplarbased clustering and nonparametric inference such as Gauss...
120
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CORR
2011
Springer
14 years 7 months ago
2011
Springer
We propose Shotgun, a parallel coordinate descent algorithm for minimizing L1regularized losses. Though coordinate descent seems inherently sequential, we prove convergence bounds...
124
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
The recent upsurge of research toward compressive sampling and parsimonious signal representations hinges on signals being sparse, either naturally, or, after projecting them on a...
105
Voted
MICCAI
2008
Springer
16 years 4 months ago
2008
Springer
In this paper, we propose a so-called AutoGate algorithm for fast and automatic Doppler gate localization in B-mode echocardiography. The algorithm has two components: 1) cardiac s...
126
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WWW
2009
ACM
16 years 4 months ago
2009
ACM
Robust statistical learning based web spam detection system often requires large amounts of labeled training data. However, labeled samples are more difficult, expensive and time ...