1106 search results - page 155 / 222 » On regularization algorithms in learning theory |
140
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COLT
2010
Springer
15 years 2 months ago
2010
Springer
In recent years analysis of complexity of learning Gaussian mixture models from sampled data has received significant attention in computational machine learning and theory commun...
162
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JMLR
2002
15 years 4 months ago
2002
We examine the learning-curve sampling method, an approach for applying machinelearning algorithms to large data sets. The approach is based on the observation that the computatio...
119
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ATAL
2005
Springer
15 years 10 months ago
2005
Springer
We propose an enhanced mechanism for selecting partners for multi-attribute negotiation. The mechanism employs possibilistic case-based reasoning. The possibility of successful ne...
115
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IUI
2000
ACM
15 years 8 months ago
2000
ACM
Design problems involve issues of stylistic preference and flexible standards of success; human designers often proceed by intuition and are unaware of following any strict rule-b...
169
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JMLR
2012
13 years 7 months ago
2012
We develop a high dimensional nonparametric classification method named sparse additive machine (SAM), which can be viewed as a functional version of support vector machine (SVM)...