Pinned Repositories
ADL-TOOLBOX
Adaptive Dictionary Learning Toolbox
approximate-householder-decomposition
Demo source code for Approximate Eigenvalue Decompositions of Linear Transformations with a Few Householder Reflectors
EFFICIENT-OVERCOMPLETE-TRANSFORM
Demo source code of Learning Fast Sparsifying Overcomplete Dictionaries
EFFICIENT-TRANSFORM
Demo source code for Learning Fast Sparsifying Transforms
FAST-EIGENSPACE-APPROXIMATIONS
Demo souce code for Fast approximate eigenspaces with application to fast graph Fourier transforms
FAST-ORTHONORMAL-APPROXIMATION
Demo source code for the paper "Fast approximations of orthogonal matrices: efficient PCA projections"
JACOBI-SVD
MULTIPLICATION-FREE-TRANSFORM
Demo source code for Learning Multiplication-free Linear Transformations
SENSOR-SCHEDULING
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.
SHIFT-INVARIANCE
Demo source code for Learning with Shift-invariant structures
cristian-rusu-research's Repositories
cristian-rusu-research/ADL-TOOLBOX
Adaptive Dictionary Learning Toolbox
cristian-rusu-research/FAST-EIGENSPACE-APPROXIMATIONS
Demo souce code for Fast approximate eigenspaces with application to fast graph Fourier transforms
cristian-rusu-research/SHIFT-INVARIANCE
Demo source code for Learning with Shift-invariant structures
cristian-rusu-research/approximate-householder-decomposition
Demo source code for Approximate Eigenvalue Decompositions of Linear Transformations with a Few Householder Reflectors
cristian-rusu-research/EFFICIENT-OVERCOMPLETE-TRANSFORM
Demo source code of Learning Fast Sparsifying Overcomplete Dictionaries
cristian-rusu-research/EFFICIENT-TRANSFORM
Demo source code for Learning Fast Sparsifying Transforms
cristian-rusu-research/JACOBI-SVD
cristian-rusu-research/MULTIPLICATION-FREE-TRANSFORM
Demo source code for Learning Multiplication-free Linear Transformations
cristian-rusu-research/SENSOR-SCHEDULING
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.
cristian-rusu-research/FAST-ORTHONORMAL-APPROXIMATION
Demo source code for the paper "Fast approximations of orthogonal matrices: efficient PCA projections"
cristian-rusu-research/JACOBI-PCA
A Jacobi-type algorithms to compute a few eigenvalues/eigenvectors
cristian-rusu-research/SIDCO
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.
cristian-rusu-research/SK-SVD
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.
cristian-rusu-research/unit-magnitude