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subspace-learning

Here are 29 public repositories matching this topic...

flatironinstitute / online_psp_matlab

Benchmark of online PCA algorithms

matlab dimensionality-reduction subspace-learning online-pca-algorithms

Updated Sep 18, 2018
MATLAB

liaopeiyuan / Subspace-Learning

models/scripts for subspace learning written in MATLAB (2018 Yau Award CS Bronze)

deep-neural-networks neural-network robotics matlab subspace-learning paper-implementations manipulator-workspace-mapping

Updated Aug 6, 2019
MATLAB

mbrbic / L0-motivated-LRSSC

Matlab implementation of L0 motivated low-rank sparse subspace clustering

subspace-learning subspace-clustering

Updated Nov 14, 2019
MATLAB

DTUComputeStatisticsAndDataAnalysis / MBPLS

(Multiblock) Partial Least Squares Regression for Python

data-science machine-learning bioinformatics supervised-learning data-integration pattern-recognition metabolomics subspace-learning chemometrics multivariate-analysis multivariate-statistics data-fusion

Updated Jan 14, 2020
Python

taozh2017 / DSS-MSC

Dual Shared-Specific Multiview Subspace Clustering

clustering subspace-learning multiview subspace-clustering multi-view

Updated Mar 8, 2020
MATLAB

praneethmurthy / NORST

MATLAB implementation of "Nearly Optimal Robust Subspace Tracking", ICML 2018. Longer version to appear in IEEE Journal of Selected Areas in Information Theory, 2020.

matrix-factorization matrix-completion subspace-tracking subspace-learning robust-pca icml-2018 subspace-analysis

Updated May 27, 2020
MATLAB

mbrbic / Multi-view-LRSSC

Matlab implementation of multi-view low-rank sparse subspace clustering

subspace-learning multi-view-clustering subspace-clustering

Updated Jul 24, 2020
MATLAB

neelabhro / Subspace-Learning-for-Person-Re-identification

We propose a global and local feature transformation method for PRID. The global feature transformation matrix projects the data from different cameras to a common space. We further hypothesize that a latent basis matrix can be learnt in this space which represents the shared structure between different cameras using matrix factorization.

matlab metric-learning subspace-learning reidentification

Updated Sep 9, 2020
MATLAB

ZhenhuaShi / MvBLS

source code for MvBLS paper

matlab lasso classification dimensionality-reduction admm subspace-learning multiview broad-learning

Updated Dec 7, 2020
MATLAB

ZhenhuaShi / SDSPCAAN

source code for SDSPCAAN

matlab classification dimensionality-reduction subspace-learning structure-preserving adaptive-neighbors linear-features

Updated Dec 7, 2020
MATLAB

bghojogh / Prototype-Selection-Matrix-Decomposition

The code for prototype selection and instance ranking using matrix decomposition and subspace learning

data-reduction dictionary-learning principal-component-analysis subspace-learning qr-decomposition fisher-discriminant-analysis nmf-decomposition matrix-decomposition prototype-selection instance-ranking

Updated Dec 29, 2020
Python

andrewssobral / imtsl

IMTSL - Incremental and Multi-feature Tensor Subspace Learning

matlab tensor background-subtraction foreground-detection subspace-learning streaming-data

Updated Mar 12, 2021
MATLAB

andylamp / moses

Streaming, Memory-Limited, r-truncated SVD Revisited!

streaming pca dimensionality-reduction svd streaming-algorithms subspace-tracking subspace-learning online-algorithms subspace-identification

Updated Nov 1, 2021
MATLAB

guanyuelee / PmSFC

We use self-expressive layer to learn the affinity matrix of the hidden space of a generator, and we found subspace in GAN. Also we propsed a subspace-based high-fidelity GAN inversion model.

subspace-learning gan-inversion

Updated Jan 10, 2022
Python

Js2Hou / Subspace-Regression-based-Face-Recognition

We implement some sparse representation based face recognition algorithms here, including LRC, SRC, CRC, ESRC and etc.

face-recognition subspace-learning sparse-representation

Updated Jan 20, 2022
Jupyter Notebook

praneethmurthy / distributed-pca

MATLAB implementation of "Federated Over-Air Subspace Tracking from Incomplete and Corrupted Data", IEEE Transactions on Signal Processing, Jun 2022.

pca subspace-learning over-the-air federated-learning

Updated Jan 20, 2022
MATLAB

fahadsohrab / essvdd

Ellipsoidal Subspace Support Vector Data Description

machine-learning machine-learning-algorithms subspace-learning anomaly-detection one-class-classification

Updated Feb 24, 2022
MATLAB

ssvdd

fahadsohrab / ssvdd

Subspace Support Vector Data Description

subspace-learning one-class-learning svdd anamoly-detection one-class-classification

Updated Feb 24, 2022
MATLAB

kisungyou / Rdimtools

Dimension Reduction and Estimation Methods

r manifold-learning dimension-reduction subspace-learning dimension-estimation

Updated Dec 15, 2022
R

hiroyuki-kasai / OLSTEC

OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1

machine-learning machine-learning-algorithms matrix-factorization tensor online-learning background-subtraction matrix-completion tensor-decomposition subspace-learning low-rank-factorization gradient-descent-algorithm stochastic-gradient-descent cp-decomposition large tensor-cp-decomposition grasta grouse petrels sequential-data-analysis

Updated Jan 13, 2023
MATLAB

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