Dilsad Er
@dilsader.bsky.social
PhD Student @ Max Planck Institute for Intelligent Systems
Big congratulations to Michael on winning the Collen Prize from Trinity College Dublin for his thesis and this excellent work! It’s been a pleasure supervising him and collaborating on this research.
January 8, 2025 at 8:39 PM
Big congratulations to Michael on winning the Collen Prize from Trinity College Dublin for his thesis and this excellent work! It’s been a pleasure supervising him and collaborating on this research.
The paper is under review. You can read the preprint here: arxiv.org/abs/2411.19242
Controlling Participation in Federated Learning with Feedback
We address the problem of client participation in federated learning, where traditional methods typically rely on a random selection of a small subset of clients for each training round. In contrast, ...
arxiv.org
January 8, 2025 at 8:39 PM
The paper is under review. You can read the preprint here: arxiv.org/abs/2411.19242
FedBack models server-client communication as a dynamical system to achieve global stability and reduce client drift, even under tough network conditions.
January 8, 2025 at 8:39 PM
FedBack models server-client communication as a dynamical system to achieve global stability and reduce client drift, even under tough network conditions.
We introduce FedBack, a federated optimization algorithm based on ADMM, which treats client participation as a control problem.
January 8, 2025 at 8:39 PM
We introduce FedBack, a federated optimization algorithm based on ADMM, which treats client participation as a control problem.