1041 search results - page 96 / 209 » Two Algorithms for Inducing Causal Models from Data |
175
Voted
JMLR
2012
13 years 5 months ago
2012
While determining model complexity is an important problem in machine learning, many feature learning algorithms rely on cross-validation to choose an optimal number of features, ...
139
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GECCO
2009
Springer
15 years 10 months ago
2009
Springer
Size and complexity of data repositories collaboratively created by Web users generate a need for new processing approaches. In this paper, we study the problem of detection of ...
127
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IROS
2009
IEEE
15 years 10 months ago
2009
IEEE
— This paper describes a model-based probabilistic framework for tracking a fleet of laboratory-scale underwater vehicles using multiple fixed cameras. We model the target moti...
145
Voted
KDD
2010
ACM
15 years 5 months ago
2010
ACM
Active learning (AL) is an increasingly popular strategy for mitigating the amount of labeled data required to train classifiers, thereby reducing annotator effort. We describe ...
163
Voted
BMCBI
2010
15 years 3 months ago
2010
Background: Chow and Liu showed that the maximum likelihood tree for multivariate discrete distributions may be found using a maximum weight spanning tree algorithm, for example K...