Repo for my website

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

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

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

Matlab and C code for experiments with randomization of approximate bilinear computation for matrix multiplication

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

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

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

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

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

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