Romain Chor

According to our database, Romain Chor authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

On the Effect of Client-Server Communication on the Generalization Error of Federated Learning.

Romain Chor, Milad Sefidgaran, Abdellatif Zaidi

IEEE Trans. Inf. Theory, May, 2026

2025

Heterogeneity Matters even More in Distributed Learning: Study from Generalization Perspective.

Masoud Kavian, Milad Sefidgaran, Abdellatif Zaidi, Romain Chor

CoRR, March, 2025

Distributed and Federated Learning Systems: Information-Theoretic Generalization Bounds and Algorithms. (Systèmes d'apprentissage distribué et fédéré: bornes de généralisation via théorie de l'information et algorithmes).

Romain Chor

PhD thesis, 2025

2024

Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often!

Milad Sefidgaran, Romain Chor, Abdellatif Zaidi, Yijun Wan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Federated Learning You May Communicate Less Often!

Milad Sefidgaran, Romain Chor, Abdellatif Zaidi, Yijun Wan

CoRR, 2023

More Communication Does Not Result in Smaller Generalization Error in Federated Learning.

Romain Chor, Milad Sefidgaran, Abdellatif Zaidi

Proceedings of the IEEE International Symposium on Information Theory, 2023

2022

Rate-Distortion Theoretic Bounds on Generalization Error for Distributed Learning.

Milad Sefidgaran, Romain Chor, Abdellatif Zaidi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022