Xenia Konti

According to our database, Xenia Konti authored at least 4 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

A federated learning framework for ethical dynamic treatment allocation across heterogeneous hospitals.

Xenia Konti, Nicoleta J. Economou-Zavlanos, Yi Shen, Giorgos Stamou, Armando Bedoya, Michael J. Pencina, Chuan Hong, Michael M. Zavlanos

J. Biomed. Informatics, 2026

2025

Distributionally Robust Federated Learning with Outlier Resilience.

Zifan Wang, Xinlei Yi, Xenia Konti, Michael M. Zavlanos, Karl Henrik Johansson

CoRR, September, 2025

Group Distributionally Robust Machine Learning under Group Level Distributional Uncertainty.

Xenia Konti, Yi Shen, Zifan Wang, Karl Henrik Johansson, Michael J. Pencina, Nicoleta J. Economou-Zavlanos, Michael M. Zavlanos

CoRR, September, 2025

2024

Distributionally Robust Clustered Federated Learning: A Case Study in Healthcare.

Xenia Konti, Hans Riess, Manos Giannopoulos, Yi Shen, Michael J. Pencina, Nicoleta J. Economou-Zavlanos, Michael M. Zavlanos

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024