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Showing 1 to 1 of 1 for “"Adaptive sparse models"”.
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Adaptive sparse representations and their applications
… model and its relationship to prior linear sparse models. Then, we propose novel problem formulations for learning square sparsifying transforms from data. The proposed algorithms for transform learning alternate between a sparse coding step and a transform update step, and are highly …