OsmanMalik/countsketch-matrix-tensor-id

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MATLAB
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MIT License
Created almost 6 years ago
Updated over 1 year ago

OsmanMalik/countsketch-matrix-tensor-id

OsmanMalik

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Matlab code for fast randomized matrix and tensor interpolative decomposition using CountSketch

tucker-tensorsketch

Code for our NeurIPS 2018 paper titled "Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch"

tr-als-sampled

Code for our ICML 2021 paper titled "A Sampling-Based Method for Tensor Ring Decomposition"

TD-ALS-ES

Code for my ICML 2022 paper titled "More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees"

TNS

Code for our preprint paper titled "Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks"

sparse-khatri-rao

An efficiently implemented Matlab function for computing the Khatri-Rao product of sparse matrices

kronecker-sketching

We compare different methods for sketching vectors with Kronecker product structure.

SR-PAT-WASPAA-2021

Code to recreate plots in our WASPAA 2021 paper on superresolution photoacoustic tomography.

Quantum-BMF

Binary matrix factorization on D-Wave's quantum annealer.

Jupyter Notebook