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Label-noise robust logistic regression

A PyStan implementation of a robust logistic regression estimation.

See the notebook.

Dev environment setup

Install Stan dependencies.

pipenv install
pipenv run jupyter notebook

References

Jakramate Bootkrajang and Ata Kabán: Label-Noise Robust Logistic Regression and Its Applications, The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2012)

License

The MIT License

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A small experiment on classification with noisy labels

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