Many-body approach to the dynamics of batch learning

arxiv: cond-mat/9909004 · v1 · submitted 1999-09-01 · ❄️ cond-mat.dis-nn

Many-body approach to the dynamics of batch learning

K. Y. Michael Wong , S. Li , Y. W. Tong This is my paper

classification ❄️ cond-mat.dis-nn

keywords learningbatchdynamicsexamplesaccountapplicableapproachcavity

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Using the cavity method and diagrammatic methods, we model the dynamics of batch learning of restricted sets of examples, widely applicable to general learning cost functions, and fully taking into account the temporal correlations introduced by the recycling of the examples.

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Many-body approach to the dynamics of batch learning

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