zbr17 / Bort

[ICLR 2023] The PyTorch implementation of Bort optimizer to breakthrough the trade-off between accuracy and interpretability!

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Bort

[ICLR 2023] Official PyTorch implementation for "Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint".

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Installation Guide

pip install -e .

Citation

If you find this work helpful, please cite our paper:

@inproceedings{zhang2023bort,
  title={Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint},
  author={Zhang, Borui and Zheng, Wenzhao and Zhou, Jie and Lu, Jiwen},
  booktitle={The Eleventh International Conference on Learning Representations},
  year={2023}
}

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[ICLR 2023] The PyTorch implementation of Bort optimizer to breakthrough the trade-off between accuracy and interpretability!

License:MIT License


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Language:Python 100.0%