Selected Publications
Model Elasticity for Hardware Heterogeneity in Federated Learning Systems Inproceedings Forthcoming
In: FedEdge 2022 - 1st ACM Workshop on Data Privacy and Federated Learning Technologies for Mobile Edge Network, Forthcoming.
FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learning Journal Article
In: The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) , 2020.
Model Personalization for Human Activity Recognition Inproceedings
In: 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops), pp. 1–7, IEEE 2020.