https://github.com/jaydu1/overparameterized-ensembling

Ensemble methods in overparameterized learning
https://github.com/jaydu1/overparameterized-ensembling

cross-validation ensemble-learning overparameterized-learning

Last synced: about 1 month ago
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Ensemble methods in overparameterized learning

• Host: GitHub
• URL: https://github.com/jaydu1/overparameterized-ensembling
• Owner: jaydu1
• License: mit
• Created: 2022-09-02T13:04:04.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2024-09-12T23:01:11.000Z (2 months ago)
• Last Synced: 2024-09-13T11:59:50.158Z (2 months ago)
• Topics: cross-validation, ensemble-learning, overparameterized-learning
• Language: Jupyter Notebook
• Homepage: https://jaydu1.github.io/overparameterized-ensembling/
• Size: 10.3 MB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        

# Overparameterized ensembling

This repository contains code and documentation for our research projects on overparameterized ensembling. Our project aims to (1) understand the behavior of implicit subsampling and explicit regularization, and (2) provide accurate and efficient cross-validation methods for ensemble learning, which also accommodate the overparameterized scenarios when the feature dimension is much larger than the sample size.

Our project website is available at [Github Pages](https://jaydu1.github.io/overparameterized-ensembling/).