1860 search results - page 239 / 372 » Boosting Methods for Regression |
97
Voted
NIPS
1993
15 years 5 months ago
1993
We present a new algorithm for eliminating excess parameters and improving network generalization after supervised training. The method, \Principal Components Pruning (PCP)",...
128
Voted
CORR
2008
Springer
15 years 3 months ago
2008
Springer
In some real world situations, linear models are not sufficient to represent accurately complex relations between input variables and output variables of a studied system. Multila...
118
Voted
CSDA
2010
15 years 3 months ago
2010
We introduce robust regression-based online filters for multivariate time series and discuss their performance in real time signal extraction settings. We focus on methods that ca...
129
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JMLR
2006
15 years 3 months ago
2006
We develop kernels for measuring the similarity between relational instances using background knowledge expressed in first-order logic. The method allows us to bridge the gap betw...
135
Voted
PAMI
2006
15 years 3 months ago
2006
Nonparametric neighborhood methods for learning entail estimation of class conditional probabilities based on relative frequencies of samples that are "near-neighbors" of...