2 papers
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.LG2023
Fairness-aware Optimal Graph Filter Design
O. Deniz Kose, Yanning Shen, Gonzalo Mateos
Graphs are mathematical tools that can be used to represent complex real-world interconnected systems, such as financial markets and social networks. Hence, machine learning (ML) o…