low-rank-factorization

There are 1 repository under low-rank-factorization topic.

aimerykong / Low-Rank-Bilinear-Pooling
CVPR2017 - an ultra-compact bilinear model for fine-grained classification
visualization toolbox demo caffe fine-grained low-rank-factorization
Language:C++ 149
hiroyuki-kasai / OLSTEC
OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1
subspace-learning tensor-cp-decomposition tensor-decomposition matrix-factorization matrix-completion low-rank-factorization online-learning stochastic-gradient-descent gradient-descent-algorithm background-subtraction grasta grouse petrels cp-decomposition tensor large machine-learning machine-learning-algorithms sequential-data-analysis
Language:MATLAB 32
ecrc / hicma
HiCMA: Hierarchical Computations on Manycore Architectures
low-rank-factorization low-rank-approximation high-performance-computing linear-algebra task-scheduler runtime-system
Language:Jupyter Notebook 26
pvti / Awesome-Tensor-Decomposition
😎 A curated list of tensor decomposition resources for model compression.
canonical-polyadic-decomposition low-rank-factorization model-compression singular-value-decomposition svd tensor-decomposition tensor-ring-decomposition tensor-train tucker-decomposition
10
tongnie / ImputeFormer
[KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
data-imputation low-rank-factorization spatiotemporal-data time-series-imputation transformers missing-data
Language:Python 10
aparek / ISLRMatrix
Denoise Sparse Low-Rank matrices using convex non-convex priors
convex-optimization denoising low-rank-factorization sparse-matrix
Language:Matlab 7
aparek / EnhancedLowRankMatrixApproximation
Low-rank matrix estimation using convex non-convex prior
convex-denoising convex-optimization denoising denoising-images low-rank-factorization
Language:Matlab 6
Emmanuel-R8 / HarvardX-Movielens
Harvard X Data Science - Capstone project on Movielens
machine-learning harvardx r julia data-science data-visualization data-mining movielens collaborative-filtering low-rank-factorization stochastic-gradient-descent rmarkdown
Language:HTML 4
qiuweili / altmin
Second-Order Convergence of Alternating Minimizations
alternating-minimization nonconvex second-order-optimization global-optimization low-rank-factorization low-rank-matrix-recovery matrix-completion alternating-optimization proximal-algorithms matrix-factorization
4
bezhvin / Sequential-LRF
Employing sequentiial Low Rank Factorization to DNNs
low-rank-factorization multilingual-dnn kaldi svd
Language:Shell 2
C-Ritam98 / Rating_Prediction
Movie Rating Prediction based on NETFLIX dataset using Low Rank Matrix factorization technique.
low-rank-factorization rating-prediction
Language:Python 1
reagan0323 / iRRR
Integrative Reduced Rank Regression with Multi-View Predictors
multivariate low-rank-factorization multi-view-learning regression
Language:MATLAB 1
SouravAggarwal / Movies_Recommendation
Recommendation System: It helps a user to discover new Movies/Products by predicting Rating on each item for a particular user from Past Experience of that User
low-rank-factorization machine-learning movies-recommendation python3 recommender-system
Language:Python 1
zslwyuan / Odecomp
Odecomp: Online Tensor Decomposition for the Model Compression of Neural Network
tensor-decomposition tensorflow low-rank-factorization gradient-descent online-decomposition
Language:Python 1
abenicho / isvr
" Spatially constrained clustering, using a sparse + low rank tv regularised factorization" Benichoux, A. and Blumensath, T. (2014)
low-rank-factorization clustering-algorithm fmri
Language:Python 0
FranciscoRMendes / tensor-rank
Low Rank Approximation (Adaptation) Methods in Neural Networks
lora low-rank-adaptation low-rank-approximation low-rank-factorization svd-matrix-factorisation
Language:Jupyter Notebook
slimgroup / RCAM.jl
optimization-algorithms low-rank low-rank-matrix-recovery low-rank-factorization seismic-data seismic-inversion
Language:Julia