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README.md

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-license: cc-by-nc-4.0
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+---
+license: cc-by-nc-4.0
+---
+## 📄 Paper
+This repository accompanies the paper:
+
+**Sampling by Averaging: A Multiscale Approach to Score Estimation**  
+Paula Cordero-Encinar, Andrew B. Duncan, Sebastian Reich, O. Deniz Akyildiz  
+*arXiv:2508.15069 [stat.CO]*  
+[🔗 Read on arXiv](https://arxiv.org/abs/2508.15069)
+
+If you use this work, please cite:
+```bibtex
+@article{cordero2025sampling,
+  title={Sampling by averaging: A multiscale approach to score estimation},
+  author={Cordero-Encinar, Paula and Duncan, Andrew B and Reich, Sebastian and Akyildiz, O Deniz},
+  journal={arXiv preprint arXiv:2508.15069},
+  year={2025}
+}