Multi-layer discriminative dictionary learning with locality constraint for image classification

A Fast Learning Algorithm for Deep Belief Nets

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Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers

Stephen Boyd · Foundations and Trends® in Machine Learning · 2011 · 16K citations

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Advances in Neural Information Processing Systems 28

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$rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation

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Robust Face Recognition via Sparse Representation

John Wright, A. Yang, Arvind Ganesh et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2009 · 9.5K citations · Full text

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