2829 search results - page 96 / 566 » Regularization Methods for Additive Models |
101
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BIOINFORMATICS
2005
15 years 2 months ago
2005
In genomic studies, thousands of features are collected on relatively few samples. One of the goals of these studies is to build classifiers to predict the outcome of future obser...
123
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JMLR
2010
14 years 9 months ago
2010
Given several related learning tasks, we propose a nonparametric Bayesian model that captures task relatedness by assuming that the task parameters (i.e., predictors) share a late...
132
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CIKM
2011
Springer
14 years 2 months ago
2011
Springer
Traditional feature selection methods assume that the data are independent and identically distributed (i.i.d.). In real world, tremendous amounts of data are distributed in a net...
117
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WSC
2007
15 years 4 months ago
2007
Equity Indexed Annuities (EIAs) are popular insurance contracts. EIAs provide the insured with a guaranteed accumulation rate on their premium at maturity. In addition, the insure...
135
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ALENEX
2003
15 years 3 months ago
2003
Graph models for real-world complex networks such as the Internet, the WWW and biological networks are necessary for analytic and simulation-based studies of network protocols, al...