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检索条件"主题词=randomized learning algorithms"
12 条 记 录,以下是11-20 订阅
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Strong and Weak Stability of randomized learning algorithms
Strong and Weak Stability of Randomized Learning Algorithms
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2012 IEEE 14th International Conference on Communication Technology
作者: Ke Luo Zhiyang Jia Wei Gao Shaoyang University Library Shaoyang UniversityShaoyang Tourism and Culture College Yunnan University School of Information Yunnan Normal University
An algorithm is called stable at a training set S if any change of a single point in S yields only a small change in the *** of the learning algorithm is necessary for learnability in the supervised classification and... 详细信息
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Stability of randomized learning algorithms
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JOURNAL OF MACHINE learning RESEARCH 2005年 第1期6卷 55-79页
作者: Elisseeff, A Evgeniou, T Pontil, M IBM Zurich Res Lab CH-8803 Ruschlikon Switzerland INSEAT Technol Management F-77300 Fontainebleau France UCL Dept Comp Sci London WC1E England
We extend existing theory on stability, namely how much changes in the training data influence the estimated models, and generalization performance of deterministic learning algorithms to the case of randomized algori... 详细信息
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