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cs.LG2025
Unlearning Algorithmic Biases over Graphs
O. Deniz Kose, Gonzalo Mateos, Yanning Shen
The growing enforcement of the right to be forgotten regulations has propelled recent advances in certified (graph) unlearning strategies to comply with data removal requests from…
cs.LG2025
FairZK: A Scalable System to Prove Machine Learning Fairness in Zero-Knowledge
Tianyu Zhang, Shen Dong, O. Deniz Kose +2
With the rise of machine learning techniques, ensuring the fairness of decisions made by machine learning algorithms has become of great importance in critical applications. Howeve…