Code for Sampling of Graph Signals via Randomized Local Aggregations
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Updated
May 28, 2019 - MATLAB
Code for Sampling of Graph Signals via Randomized Local Aggregations
sparse matrix multiplication
Trying all the techniques of face recognition while more emphasis on Sparse Representation
New algorithms are designed for imbalanced classification
University Project for core course Scientific Computing
Implementation of Sparse Information Filter for Fast Gaussian Process Regression Kania et al. (2021) (https://link.springer.com/chapter/10.1007/978-3-030-86523-8_32)
Developed a sparse representation classifier model that characterizes blood cell subtypes with real-time microscopic images.
SPARSE + CELP lossy signal compression codecs
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Source code for Graded Weighted Bag of Word Model (Coling 2016)
Implementations from "A New Basis for Sparse PCA" paper at https://arxiv.org/abs/2007.00596
Image inpainting using sparse representations (OMP and IRLS)
Pattern Recognition 2018 paper
Software implementation of the algorithm and experiments in the Discrete Sparse Coding paper
API for interfacing C++ portions of Morpheus with C and Fortran.
Sparse Three Dimensional Arrays and Linear Algebra Utilities
FEATure HashER
A fast MATLAB toolbox for N-dimensional sparse arrays.
Julia array type supporting a default value, useful for storing very sparse information in a space efficient manner, the internal design uses "Dict" for storage, thanks to Tamas K. Papp @ https://github.com/tpapp
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