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13 changes: 13 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -79,3 +79,16 @@ OptunaHub is composed of the following three related repositories. Please contri
## License

MIT License (see [LICENSE](https://github.com/optuna/optunahub/blob/main/LICENSE)).

## Citation

Please cite OptunaHub with the following format when you use it in your project:
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Could you add a link to our arXiv paper (https://doi.org/10.48550/arXiv.2510.02798), like Optuna's README?

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Thank you for the comment, I addressed it!


```bibtex
@article{ozaki2025optunahub,
title={{OptunaHub}: A Platform for Black-Box Optimization},
author={Ozaki, Yoshihiko and Watanabe, Shuhei and Yanase, Toshihiko},
journal={arXiv preprint arXiv:2510.02798},
year={2025}
}
```