Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning. - Milad Sefidgaran; Romain Chor; Abdellatif Zaidi (NeurIPS, 2022)

More Communication Does Not Result in Smaller Generalization Error in Federated Learning. - Romain Chor; Milad Sefidgaran; Abdellatif Zaidi (ISIT, 2023)

Federated Learning You May Communicate Less Often! - Milad Sefidgaran; Romain Chor; Abdellatif Zaidi; Yijun Wan (CoRR, 2023)

Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often! - Milad Sefidgaran; Romain Chor; Abdellatif Zaidi; Yijun Wan (ICML, 2024)

Heterogeneity Matters even More in Distributed Learning: Study from Generalization Perspective. - Masoud Kavian; Milad Sefidgaran; Abdellatif Zaidi; Romain Chor (CoRR, 2025)