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Sparse dictionary learning

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Sparse dictionary learning

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‪Stochastic Control-A Moment Approach to Sparse Control Design‬

Limits on Sparse Support Recovery via Linear Sketching with Random Expander Matrices

Subspace Detection of DNN Posterior Probabilities via Sparse Representation for Query by Example Spoken Term Detection

Sparse Subspace Modeling for Query by Example Spoken Term Detection

Convex block-sparse linear regression with expanders - provably

Sparse Modeling of Neural Network Posterior Probabilities for Exemplar-based Speech Recognition

Sparsity-Based Data Reconstruction Models for Biomedical Imaging

Exploiting Low-dimensional Structures to Enhance DNN based Acoustic Modeling in Speech Recognition

Exploiting Low-dimensional Structures to Enhance DNN based Acoustic Modeling in Speech Recognition

Robust compressive sensing of sparse signals: A review

‪Stochastic Control-A Moment Approach to Sparse Control Design‬

Limits on Sparse Support Recovery via Linear Sketching with Random Expander Matrices

Exploiting Low-dimensional Structures to Enhance DNN based Acoustic Modeling in Speech Recognition

Sparse Subspace Modeling for Query by Example Spoken Term Detection

Sparse Modeling of Neural Network Posterior Probabilities for Exemplar-based Speech Recognition

Subspace Detection of DNN Posterior Probabilities via Sparse Representation for Query by Example Spoken Term Detection

Convex block-sparse linear regression with expanders - provably

Sparsity-Based Data Reconstruction Models for Biomedical Imaging

Exploiting Low-dimensional Structures to Enhance DNN based Acoustic Modeling in Speech Recognition

Robust compressive sensing of sparse signals: A review