Sparse approximation
Top View
- Sparse Synthesis Regularization with Deep Neural Networks
- Learning Overcomplete Dictionaries Based on Atom-By-Atom Updating Mostafa Sadeghi, Massoud Babaie-Zadeh, Christian Jutten
- Explicit Matrices for Sparse Approximation Amin Khajehnejad, Arash Saber Tehrani, Alexandros G
- Flexible Multi-Layer Sparse Approximations of Matrices and Applications Luc Le Magoarou, Remi´ Gribonval, Fellow, IEEE
- Sparse Approximation Via Penalty Decomposition Methods ∗
- Multi-Dimensional Sparse Structured Signal Approximation Using Split
- A Fast Approximation Algorithm for Tree-Sparse Recovery
- Online Dictionary Learning for Sparse Coding
- Sparse Approximation and Variable Selection
- Surveying and Comparing Simultaneous Sparse Approximation (Or Group-Lasso) Algorithms
- A Scalable VLSI Architecture for Real-Time and Energy-Efficient Sparse Approximation in Compressive Sensing Systems
- Accelerating Matching Pursuit for Multiple Time-Frequency Dictionaries
- Sparse Methods for Model Estimation with Applications to Radar Imaging
- Sparse Approximate Inverses
- Fast Algorithms for Dense Numerical Linear Algebra and Applications
- Deep Coupled-Representation Learning for Sparse Linear Inverse Problems with Side Information Evaggelia Tsiligianni and Nikos Deligiannis
- Arxiv:2102.13566V1 [Cs.LG] 26 Feb 2021
- A Sparse Decomposition of Low Rank Symmetric Positive Semidefinite Matrices ∗