Zisselman E., Adler A., Elad M..  2018.  Compressed Learning for Image Classification: A Deep Neural Network Approach. Handbook of Numerical Analysis. 19:3-17.

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Adler A., Elad M., Zibulevsky M..  2017.  Compressed Learning: A Deep Neural Network Approach. Signal Processing with Adaptive Sparse Structured Representations (SPARS).

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Adler A., Elad M., Hel-Or Y..  2015.  Linear-Time Subspace Clustering via Bipartite Graph Modeling. IEEE Transactions on Neural Networks and Learning Systems. 26(10):2234-2246.

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Adler A., Elad M., Hel-Or Y., Rivlin E..  2015.  Sparse Coding with Anomaly Detection. Journal of Signal Processing Systems, Springer. 79(2):179–188.

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Adler A., Elad M., Hel-Or Y..  2013.  Probabilistic Subspace Clustering Via Sparse Representations. IEEE Signal Processing Letters. 20(1):63-66.

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Adler A., Emiya V., Jafari M.G, Elad M., Gribonval R., Plumbley M.D.  2012.  Audio Inpainting. IEEE Transactions on Audio, Speech, and Language Processing. 20(3):922-932.

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Adler A., Emiya V., Jafari M.G, Elad M., Gribonval R., Plumbley M.D.  2011.  A constrained matching pursuit approach to audio declipping. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :329-332.

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Adler A., Hel-Or Y., Elad M..  2010.  A Shrinkage Learning Approach for Single Image Super-Resolution with Overcomplete Representations. European Conference on Computer Vision (ECCV) . :622-635.

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Adler A., Hel-Or Y., Elad M..  2010.  A weighted discriminative approach for image denoising with overcomplete representations. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). :782-785.

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