2 papers
math.OC2025
A Three-Operator Splitting Scheme Derived from Three-Block ADMM
Anshika Anshika, Jiaxing Li, Debdas Ghosh +1
This work presents a new three-operator splitting method to handle monotone inclusion and convex optimization problems. The proposed splitting serves as another natural extension o…
cs.LG2025
Robust Federated Learning Over the Air: Combating Heavy-Tailed Noise with Median Anchored Clipping
Jiaxing Li, Zihan Chen, Kai Fong Ernest Chong +3
Leveraging over-the-air computations for model aggregation is an effective approach to cope with the communication bottleneck in federated edge learning. By exploiting the superpos…