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Showing 1 to 1 of 1 for “"Efficient updates"”.
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Adaptive sparse representations and their applications
… step and a transform update step, and are highly efficient. Specifically, as opposed to sparse coding in the synthesis or noisy analysis models which is NP-hard, the sparse coding step in transform learning can be performed exactly and cheaply by zeroing out all but a certain number of nonzero …