1496 search results - page 18 / 300 » Selection in the Presence of Noise |
IWANN
2001
Springer
15 years 2 months ago
2001
Springer
Complexity-penalization strategies are one way to decide on the most appropriate network size in order to address the trade-off between overfitted and underfitted models. In this p...
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ETRA
2008
ACM
14 years 11 months ago
2008
ACM
AUTOMATICA
2002
14 years 9 months ago
2002
NIPS
2004
14 years 11 months ago
2004
We present a probabilistic approach to learning a Gaussian Process classifier in the presence of unlabeled data. Our approach involves a "null category noise model" (NCN...
BIOINFORMATICS
2005
14 years 9 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...