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Biquality Learning for Distribution Shift

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Biquality Learning for Distribution Shift

This repository provides code to reproduce experiments conducted in this paper :

Biquality Learning: a Framework to Design Algorithms Dealing with Closed-Set Distribution Shifts

Replication

In order to run the experiments and generate results files and figures, run the following lines :

git clone https://github.com/pierrenodet/blds.git
cd blds
tar -xf datasets.tar.gz
python3 benchmark.py output/
python3 post_process.py output/results.csv output/stats.csv figures/

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