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
New algorithms are designed for imbalanced classification
University Project for core course Scientific Computing
Trying all the techniques of face recognition while more emphasis on Sparse Representation
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.
Implementation of Sparse CNN
SPARSE + CELP lossy signal compression codecs
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
FEATure HashER
Examples, data, and contributed code for SPORCO
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
A fast MATLAB toolbox for N-dimensional sparse arrays.
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