How to reduce dimension before using logistic regression?

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simon addams
simon addams on 18 Mar 2015
I am doing an MNIST handwritten digits recognition with logitic regression.But I found using 784 dimensions is too much. Is it possible to reduce the dimension before doing logistic regression like using PCA or LDA?

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