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README.md

@@ -13,7 +13,6 @@ tags:
 </p>
 
 ## EasyDUB Dataset
-### Easy **D**ata **U**nlearning **B**ench
 
 Precomputed CIFAR-10 data for KLOM (KL-divergence of Margins) evaluation of data-unlearning methods.
 
@@ -169,14 +168,11 @@ Pretrain models are trained on the full CIFAR-10 training set. Oracle models are
 If you use EasyDUB in your work, please cite:
 
 ```bibtex
-@misc{rinberg2026easydataunlearningbench,
-      title={Easy Data Unlearning Bench},
-      author={Roy Rinberg and Pol Puigdemont and Martin Pawelczyk and Volkan Cevher},
-      year={2026},
-      eprint={2602.16400},
-      archivePrefix={arXiv},
-      primaryClass={cs.LG},
-      url={https://arxiv.org/abs/2602.16400},
+@inproceedings{rinberg2025dataunlearnbench,
+  title     = {Data-Unlearn-Bench: Making Evaluating Data Unlearning Easy},
+  author    = {Rinberg, Roy and Puigdemont, Pol and Pawelczyk, Martin and Cevher, Volkan},
+  booktitle = {MUGEN Workshop at ICML},
+  year      = {2025},
 }
 ```