Privacy-preserving Data Filtering in Federated Learning Using Influence Approximation. - Ljubomir Rokvic; Panayiotis Danassis; Boi Faltings (CoRR, 2022)

LIA: Privacy-Preserving Data Quality Evaluation in Federated Learning Using a Lazy Influence Approximation. - Ljubomir Rokvic; Panayiotis Danassis; Sai Praneeth Karimireddy; Boi Faltings (IEEE Big Data, 2024)

Lazy But Effective: Collaborative Personalized Federated Learning with Heterogeneous Data. - Ljubomir Rokvic; Panayiotis Danassis; Boi Faltings (CoRR, 2025)