- Fast Numerical rank estimation
Matlab codes for computing the numerical rank of a given matrix
inexpensively, without eigen-decomposition.
Article: PDF
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Stochastic Lanczos Quadrature
Matlab codes for computing matrix function traces
via. the Stochastic Lanczos Quadrature algorithm.
Article: PDF
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Matrix sketching with codes
Matlab codes for computing randomized SVD of large matrices via. almost deterministic sketches of matrices using BCH codes.
Article: arXiv
- Fast rank estimation using Krylov method
Matlab code for computing the approximate rank of a given matrix
using Krylov subspace method and information theory creterion.
Article: arXiv
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He-NMFGT
Matlab codes for Multilabel Classification by Hierarchical Partitioning and Data-dependent Grouping.
Article: arXiv
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GraphSEIR_aPCE
Matlab codes for Dynamic graph based epidemiological
model for COVID-19 contact tracing data analysis and optimal testing
prescription.
Article: arXiv
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TM-GCN
Python code for Dynamic Graph Convolutional Networks Using the Tensor M-Product.
Article: arXiv
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BayesPool
Python code for Unsupervised Hierarchical Graph Representation Learning with Variational Bayes.
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Multilabel Classification by Group testing
Matlab codes for performing Multilabel classification
via. the group testing approach and data dependent grouping.
Articles: PDF,
link
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UoI-NMF_cluster
Matlab codes for the UoI-NMF_cluster algorithm to compute
robust nonnegative matrix factorization of matrices.
Article: PDF
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PyUoI
Python (and MPI) libraries for Union of Intersection (UoI) methods.
Article: arXiv
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