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Coherent ICA
In combining the Info max and Imax contributions to the objective function J(Wα, Wb), we bypassed the need for including regularization that provides a tradeoff between the Info max and Imax components we did so in order to simplify the formulation of the ICA algorithm. How could this objective function be modified to preserve the statistical dependence between the outputs of networks α and b, yet include regularization in the objective function? What are the implications of this extension?
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information technology is the process of using computers or computing devices to obtain and handle information and
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The data owner pre-processes the data items by adding dummy keywords so that each keyword matches the same number of data items
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