Pinned Repositories
TM-GCN
Pytorch code for TM-GCN, a Dynamic Graph Convolutional Networks Using the Tensor M-Product
countsketch-matrix-tensor-id
Matlab code for fast randomized matrix and tensor interpolative decomposition using CountSketch
kronecker-sketching
We compare different methods for sketching vectors with Kronecker product structure.
Quantum-BMF
Binary matrix factorization on D-Wave's quantum annealer.
sparse-khatri-rao
An efficiently implemented Matlab function for computing the Khatri-Rao product of sparse matrices
TD-ALS-ES
Code for my ICML 2022 paper titled "More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees"
TM-GCN
Pytorch code for TM-GCN, a Dynamic Graph Convolutional Networks Using the Tensor M-Product
TNS
Code for our preprint paper titled "Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks"
tr-als-sampled
Code for our ICML 2021 paper titled "A Sampling-Based Method for Tensor Ring Decomposition"
tucker-tensorsketch
Code for our NeurIPS 2018 paper titled "Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch"
OsmanMalik's Repositories
OsmanMalik/tucker-tensorsketch
Code for our NeurIPS 2018 paper titled "Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch"
OsmanMalik/tr-als-sampled
Code for our ICML 2021 paper titled "A Sampling-Based Method for Tensor Ring Decomposition"
OsmanMalik/TD-ALS-ES
Code for my ICML 2022 paper titled "More Efficient Sampling for Tensor Decomposition With Worst-Case Guarantees"
OsmanMalik/TNS
Code for our preprint paper titled "Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks"
OsmanMalik/countsketch-matrix-tensor-id
Matlab code for fast randomized matrix and tensor interpolative decomposition using CountSketch
OsmanMalik/sparse-khatri-rao
An efficiently implemented Matlab function for computing the Khatri-Rao product of sparse matrices
OsmanMalik/TM-GCN
Pytorch code for TM-GCN, a Dynamic Graph Convolutional Networks Using the Tensor M-Product
OsmanMalik/kronecker-sketching
We compare different methods for sketching vectors with Kronecker product structure.
OsmanMalik/Quantum-BMF
Binary matrix factorization on D-Wave's quantum annealer.
OsmanMalik/SR-PAT-WASPAA-2021
Code to recreate plots in our WASPAA 2021 paper on superresolution photoacoustic tomography.
OsmanMalik/CSCI5622-Machine-Learning
Course Repo for CSCI 5622: Graduate Machine Learning
OsmanMalik/CSCI_5622_project
OsmanMalik/EvolveGCN
Code for EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs
OsmanMalik/fast_tensor_leverage
Fast Leverage Score Computation for Khatri-Rao Products
OsmanMalik/llama3
The official Meta Llama 3 GitHub site
OsmanMalik/LowRankMatrixDecompositionCodes
RSVDPACK: Implementations of fast algorithms for computing the low rank SVD, interpolative and CUR decompositions of a matrix, using randomized sampling. Includes codes for single core (using GNU GSL), multi-core (using Intel MKL) and GPU (using NVIDIA CUDA/CULA) architectures.
OsmanMalik/OsmanMalik.github.io
Repo for my website
OsmanMalik/random-approximate-matrix-multiplication
Matlab and C code for experiments with randomization of approximate bilinear computation for matrix multiplication
OsmanMalik/tensorly
TensorLy: Tensor Learning in Python.
OsmanMalik/TT-Toolbox
The git repository for the TT-Toolbox