Large Scale Online Learning 论文

2003引用 337

Machine Learning and AlgorithmsNeural Networks and ApplicationsBlind Source Separation Techniques

人工智能 Neural Networks and Applications Machine Learning and Algorithms Blind Source Separation Techniques

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We consider situations where training data is abundant and computing resources are comparatively scarce. We argue that suitably designed online learning algorithms asymptotically outperform any batch learning algorithm. Both theoretical and experimental evidences are presented. 1

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Y. Le Cun

Léon Bottou

Large Scale Online Learning 论文

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