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Adaptive Dictionary Learning Toolbox
Demo source code for Approximate Eigenvalue Decompositions of Linear Transformations with a Few Householder Reflectors
Demo source code of Learning Fast Sparsifying Overcomplete Dictionaries
Demo source code for Learning Fast Sparsifying Transforms
Demo souce code for Fast approximate eigenspaces with application to fast graph Fourier transforms
Demo source code for the paper "Fast approximations of orthogonal matrices: efficient PCA projections"
A Jacobi-type algorithms to compute a few eigenvalues/eigenvectors
Demo source code for Learning Multiplication-free Linear Transformations
This package contains proof-of-concept source code for the results presented in: C. Rusu, J. Thompson and N. M. Robertson, Sensor scheduling with time, energy and communication constraints, 2017.
Demo source code for Learning with Shift-invariant structures
This package contains proof-of-concept source code for the results presented in: C. Rusu N. Gonzalez and R. W. Heath Jr., Algorithms for the Construction of Incoherent Frames Under Various Design Constraints, 2017.
This package contains proof-of-concept source code for the results presented in: C. Rusu and B. Dumitrescu, Stagewise K-SVD to Design Efficient Dictionaries for Sparse Representations, IEEE Signal Processing Letters, 19(10):631-634, 2012.
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