1435 search results - page 114 / 287 » Generalization Error Bounds Using Unlabeled Data |
BMCBI
2008
14 years 10 months ago
2008
Background: There has been recent concern regarding the inability of predictive modeling approaches to generalize to new data. Some of the problems can be attributed to improper m...
104
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TAMC
2010
Springer
15 years 3 months ago
2010
Springer
Abstract. In this paper, we give streaming algorithms for some problems which are known to be in deterministic log-space, when the number of passes made on the input is unbounded. ...
KDD
2001
ACM
15 years 10 months ago
2001
ACM
In this paper we present a method for clustering SAGE (Serial Analysis of Gene Expression) data to detect similarities and dissimilarities between different types of cancer on the...
102
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ML
2008
ACM
14 years 10 months ago
2008
ACM
Abstract. We consider batch reinforcement learning problems in continuous space, expected total discounted-reward Markovian Decision Problems. As opposed to previous theoretical wo...
BMCBI
2011
14 years 1 months ago
2011
Background: With next-generation sequencing technologies, experiments that were considered prohibitive only a few years ago are now possible. However, while these technologies hav...