INSPIRE Lab

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6 repositories

LSR-Tensor-Ridge-Regression
Public
LSR Tensor Ridge Regression for Neuroimaging Project
Jupyter Notebook
•1•0•0•0•Updated Jul 17, 2024Jul 17, 2024
Distributed-streaming-PCA
Public
MATLAB
•0•0•0•0•Updated Oct 27, 2022Oct 27, 2022
DSA-Distributed-PCA
Public
Python
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GNU General Public License v3.0
•0•2•0•0•Updated Dec 3, 2021Dec 3, 2021
Byzantine-resilient-distributed-learning
Public
Associated codebase for Byzantine-resilient distributed / decentralized machine learning papers from INSPIRE Lab
gradient-descent coordinate-descent distributed-machine-learning byzantine-failures machine-learning
Python
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GNU General Public License v3.0
•5•12•0•0•Updated Oct 11, 2021Oct 11, 2021
TPGD-tensor-regression
Public
Tensor Regression Using Low-Rank and Sparse Tucker Decomposition: Numerical Experiments
MATLAB
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GNU Affero General Public License v3.0
•0•3•0•0•Updated Jun 5, 2021Jun 5, 2021
LSR-dictionary-learning
Public
Associated codebase for the paper "Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms"
machine-learning reproducible-research dictionary-learning feature-learning data-driven-learning tensor-data
HTML
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GNU General Public License v3.0
•0•3•0•0•Updated Jun 20, 2020Jun 20, 2020