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NeurIPS-Ariel-Data-Challenge-2025-Silver-Solution

🎉🎉 We achieved a silver medal (29th place, top 3%) in the latest Kaggle competition: NeurIPS - Ariel Data Challenge 2025. See our solution at https://www.kaggle.com/competitions/ariel-data-challenge-2025/writeups/29th-discovery-and-solution. We are preparing a technical report in the coming months.

Our Team: Machine Unlearning Team

  • Sakura: Adviser
  • Simon: Major Contributor
  • Larry: Project Leader, Contributor
  • Phi: Contributor
  • AT: Contributor

Acknowledgements

Thanks to high-level guidance from student member Xiu Yuan and Prof. Cheng Su.

Citation

If you find this repository useful for your research, please cite our work:

@misc{MUT2025ArielDataChallenge,
author = {{Machine Unlearning Team}},
title = {NeurIPS-Ariel-Data-Challenge-2025-Silver-Solution},
year = {2025},
url = {https://github.com/Machine-Unlearning-Team/NeurIPS-Ariel-Data-Challenge-2025},
note = {GitHub repository},
}

@misc{ariel-data-challenge-2025,
author = {Kai Hou Yip, Lorenzo V. Mugnai, Rebecca L. Coates, Andrea Bocchieri, Orphée Faucoz, Arun Nambiyath Govindan, Giuseppe Morello, Andreas Papageorgiou, Angèle Syty, Tara Tahseen, Sohier Dane, Maggie Demkin, Jean-Philippe Beaulieu, Sudeshna Boro Saikia, Giovanni Bruno, Quentin Changeat, Camilla Danielski, Pascale Danto, Jack Davey, Pierre Drossart, Paul Eccleston, Billy Edwards, Clare Jenner, Ryan King, Theresa Lueftinger, Michiel Min, Nikolaos Nikolaou, Leonardo Pagliaro, Enzo Pascale, Emilie Panek, Alice Radcliffe, Luís F. Simões, Patricio Cubillos Vallejos, Tiziano Zingales, Giovanna Tinetti, Ingo P. Waldmann. NeurIPS - Ariel Data Challenge 2025. https://kaggle.com/competitions/ariel-data-challenge-2025, Unpublished. Kaggle. },
title = {NeurIPS - Ariel Data Challenge 2025},
year = {2025},
howpublished = {\url{https://kaggle.com/competitions/ariel-data-challenge-2025}},
note = {Kaggle}
}

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